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Second call for papers DHASA Conference 2025
by Menno Van Zaanen 07 May '25

07 May '25

Second call for papers DHASA Conference 2025 https://dh2025.digitalhumanities.org.za Theme: The role of humanities in digital humanities and artificial intelligence The Digital Humanities Association of Southern Africa (DHASA) is pleased to announce its fifth conference, focusing on the theme The role of humanities in digital humanities and artificial intelligence. In a region where the field of Digital Humanities is still relatively underdeveloped, this conference aims to address this gap and foster growth and collaboration in the field. The conference offers an opportunity for researchers interested in showcasing their work in the broad field of Digital Humanities to come together. By doing so, the conference provides a comprehensive overview of the current state-of- the-art in Digital Humanities, particularly within the Southern Africa region. As such, we welcome submissions related to Digital Humanities research conducted by individuals from Southern Africa or research focused on the geographical area of Southern Africa in the broad sense. Furthermore, the conference serves as a platform for information sharing and networking among researchers passionate about Digital Humanities. By bringing together experts working on Digital Humanities in Southern Africa or with a focus on Southern Africa, we aim to promote collaboration and facilitate further research in this dynamic field. In addition to the main conference, affiliated workshops and tutorials will be organised, providing researchers with valuable insights into novel technologies and tools. These supplementary events are designed for researchers interested in specific aspects of Digital Humanities or seeking practical information to enter or advance their knowledge in the field. The DHASA conference welcomes interdisciplinary contributions from researchers in various domains of Digital Humanities, including, but not limited to, language, literature, visual art, performance and theatre studies, media studies, music, history, sociology, psychology, language technologies, library studies, philosophy, methodologies, software and computation, AI, and more. Our goal is to cultivate an inclusive scientific community of practice within Digital Humanities. Suggested topics include the following: * The role of AI in digital humanities, the role of Digital Humanities in shaping AI, and the broader role of the humanities in both AI and DH projects; * Digital archives and the preservation of marginalised voices; * Intersectionality and the digital humanities: exploring the intersections of race, gender, sexuality, culture, and class in digital research and activism; * Activism and social change through digital media: how digital humanities tools and methodologies can be used to promote inclusion; * Engaging marginalised communities in the creation and use of digital tools, resources, and AI; * Exploring the role of digital humanities in decolonising knowledge and promoting indigenous perspectives; * The ethics of data collection and analysis in digital humanities and AI research; * The role of digital humanities and AI in promoting inclusive and equitable pedagogy; * Digital humanities and inclusion in the context of African and global perspectives and international collaborations; * Critical approaches to digital humanities and inclusion: examining the limitations and possibilities of digital tools and methodologies in promoting inclusion; and * Collaborative digital humanities projects with non-profit organisations, community groups, and cultural institutions; * Development of digital and AI tools for supporting digital humanities; * Novel utilisation of digital and AI tools for performing digital humanities research; * The role of digital humanities in the classroom: reimagining literacy and AI fluency * Digital humanities data and project management; * The role of librarians in the digital humanities project; * Any other digital humanities-related topic that serves the Southern African community. Submission Guidelines The DHASA conference 2025 asks for three types of submissions: * Long papers: Authors may submit long papers with a maximum of 8 content pages and unlimited pages for references and appendices. The final versions of accepted long papers will be granted an additional page (leading to a total of up to 9 content pages) to incorporate reviewers' comments. Long papers accepted for the conference will be presented in 30-minute time slots (which includes 10 minutes for questions). * Short papers: Authors may submit short papers with a maximum of 5 content pages and unlimited pages for references and appendices. The final versions of accepted short papers will be allowed an extra page (leading to a total of up to 6 content pages) to accommodate reviewers' comments. Short papers accepted for the conference will be presented in 15-minute time slots (which includes 5 minutes for questions). * Executive summaries: Authors can submit an executive summary for work in progress, limited to 1 page. Executive summaries accepted for the conference will be presented as posters during a dedicated poster presentation slot. All accepted long and short paper submissions that are presented at the conference will be published in the JDHASA journal, see https://upjournals.up.ac.za/index.php/dhasa. In addition, the executive summaries for the poster presentations will be published in a book of executive summaries before the conference. We particularly encourage student submissions where the first author is a student. All submissions should adhere to the ACL style guide: https://acl-org.github.io/ACLPUB/formatting.html Submissions should be submitted in PDF format. Submissions that do not adhere to the prescribed style guide will be rejected. Follow this link to go to the submission platform: https://dh2025.digitalhumanities.org.za/submission/ Authors are encouraged to upload their datasets to the SADiLaR repository: https://repo.sadilar.org/. In case of difficulties uploading the datasets, please reach out to Benito Trollip (benito.trollip(a)nwu.ac.za). Important dates Submission deadline: 14 July 2025 Date of notification: 16 September 2025 Camera-ready copy deadline: 24 October 2025 Conference: 10 November 2025 - 14 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa Co-located events Several co-located events are currently being prepared, including workshops and tutorials. These will be updated on the conference website. Organising Committee Aby Louw, Council for Scientific and Industrial Research Andiswa Bukula, South African Centre for Digital Language Resources Avi Moodley, Council for Scientific and Industrial Research Franco Mak, Council for Scientific and Industrial Research Franziska Pannach, Rijksuniversiteit Groningen Ilana Wilken, Council for Scientific and Industrial Research Johannes Sibeko, Nelson Mandela University Juan Steyn, South African Centre for Digital Language Resources Laurette Marais, Council for Scientific and Industrial Research Marissa Griesel, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources Privolin Naidoo, Council for Scientific and Industrial Research Sthembiso Mkhwanazi, Council for Scientific and Industrial Research -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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[CfP] FINAL CALL FOR PAPERS, LARP 2025
by LARP2025 05 May '25

05 May '25

[apologies for x-posting] FINAL CALL FOR PAPERS: DEADLINE EXTENSION UNTIL MAY 12 ======= LARP Language models And RePresentations September 8 - September 9, 2025, Gothenburg, Sweden ======= https://gu-clasp.github.io/LARP/index.html Invited speakers ---- Dan Roth, University of Pennsylvania and Oracle Vaishak Belle, University of Edinburgh Moa Johansson, Chalmers University of Technology Important dates ---- - Submission deadline (archival): UPDATED! **May 12, 2025** - Notification of acceptance (archival): June 20, 2025 - Commitment deadline for pre-reviewed ACL ARR submissions: July 31, 2025 - Submission deadline (non-archival): August 1, 2025 - Notification of acceptance (non-archival): August 8, 2025 - Camera ready (archival): August 8, 2025 - Camera ready (ARR Commitments): August 15, 2025 - Registration deadline: TBA - Conference: September 8–9, 2025, University of Gothenburg, Sweden All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”). Language models And RePresentations (LARP) brings together researchers that explore how information is structured, encoded and used in computational language systems. We encourage submissions on both neural (sub-symbolic) and discrete (symbolic) representations from the fields of computational linguistics and artificial intelligence or their intersection. The conference is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/), University of Gothenburg. The conference will be held between September 8 and 9 in Gothenburg, Sweden (on-site and hybrid). Topics of interest ---- We hope to see innovative work that considers neural and symbolic learning and processing in terms of different modelling perspectives. Papers are invited on the following topics as they relate to natural language: - Neuro-symbolic integration: novel hybrid frameworks combining symbolic representations with neural network learning for enhanced reasoning and natural language processing - Explainable machine learning: techniques that allow for better interpretability, transparency, and explainability of neural, symbolic and neuro-symbolic architectures - Logical constraints in neural networks: methods that use logical structures (e.g., knowledge bases, ontologies) for post-hoc or inherent explainability - Automated reasoning systems providing human-interpretable rationales for decisions - Symbolic planning and control in neural workflows - Application-driven scenarios (robots, autonomous systems) showcasing benefits of symbolic approaches - Techniques that integrate symbolic representations into text or multimodal generation - Approaches that enforce domain knowledge, consistency, or adherence to constraints in text and/or multimodal generation - Fine-tuning and in-context learning strategies that incorporate logical or rule-based knowledge This list is illustrative but is not intended to be exhaustive. Submission Requirements ---- **Archival track** Archival track will feature the following types of submissions to appear in conference proceedings: we accept long papers (max 8 pages) and short papers (max 4 pages). Long and short papers must describe substantial, original, and unpublished research. Supplementary materials, appendices, a section on limitations and ethical concerns do not count towards the page limit. Archival accepted papers will be published in the 2025 ACL Anthology as a CLASP Conference Proceedings. Papers should be electronically submitted via the OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. Submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Archival submissions must be anonymous. Please make sure that you select the right track when submitting your paper. Contact the organisers if you have questions. **NEW!!! ARR Commitment** We accept papers that have been pre-reviewed via ACL Rolling Review<https://aclrollingreview.org/>. You are welcome to submit the link to your ARR submission. The linked submission must include both the reviews and the meta-review. Both the submission and its reviews will be evaluated by the programme committee for their relevance to the conference topic. To submit, please visit https://openreview.net/group?id=CLASP/LARP/2025/ARR_Commitment. **Non-archival track** At the time of submission, authors may indicate that their paper should be considered for the non-archival track. The format for non-archival submissions is the same for both long and short papers as it is for the archival submissions. Non-archival papers will not undergo the peer review process. They will be evaluated by the programme committee for clarity and content relevance before the decision by the PC is made. Non-archival papers do not need to be anonymous. If accepted, they are to be published on the conference website and presented as posters. **Poster abstracts** We invite researchers to submit abstracts in the above areas of interest. Abstract submissions are non-archival. This is a great opportunity to get feedback on work in progress or to present previously published work to a new audience. The deadline for abstract submission is the same as for non-archival papers. Notifications of acceptance will be sent out by August 8, 2025. Abstract submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Abstracts should not exceed 2 pages (supplementary materials, appendices, a section on limitations and ethical concerns are not included) and be submitted via OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. The acceptance decision on abstracts will go through the same procedure as papers for the non-archival track. Accepted abstracts will be presented as posters. Concurrent Submissions ---- Papers that have been or will be submitted to other conferences or publications must indicate this at submission time using a footnote on the title page of the submissions. We will not accept publications or presentation papers that overlap significantly in content or results with papers that will be (or have been) published elsewhere. Authors of papers accepted for presentation at LARP must notify the program chairs by the camera-ready deadline as to whether the paper will be presented. All accepted papers must be presented at the conference to appear in the Proceedings. Camera Ready Versions ---- Camera ready versions must be deanonymised. Archival submissions get 1 more page to address comments from reviewers: long papers can be maximum up to 9 pages, short papers can be maximum up to 5 pages. Organisers ---- LARP is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/) at the Department of Philosophy, Linguistics and Theory of Science (FLoV), University of Gothenburg. CLASP focuses its research on the application of probabilistic and information theoretic methods to the analysis of natural language. CLASP is concerned both with understanding the cognitive foundations of language and developing efficient language technology. We work at the interface of computational linguistics/natural language processing, theoretical linguistics, and cognitive science. For practical inquiries, send an email to larp2025(a)flov.gu.se<mailto:larp2025@flov.gu.se>.

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[CfP] UPDATED DEADLINE The 2025 CLASP Conference on Language models And RePresentations (LARP2025)
by LARP2025 29 Apr '25

29 Apr '25

[apologies for x-posting] FINAL CALL FOR PAPERS ======= LARP Language models And RePresentations September 8 - September 9, 2025, Gothenburg, Sweden ======= https://gu-clasp.github.io/LARP/index.html Invited speakers ---- Dan Roth, University of Pennsylvania and Oracle Vaishak Belle, University of Edinburgh Moa Johansson, Chalmers University of Technology Important dates ---- - Submission deadline (archival): UPDATED! May 5, 2025 - Notification of acceptance (archival): June 20, 2025 - NEW!!! Commitment deadline for pre-reviewed ACL ARR submissions: July 31, 2025 - Submission deadline (non-archival): August 1, 2025 - Notification of acceptance (non-archival): August 8, 2025 - Camera ready (archival): August 8, 2025 - Camera ready (ARR Commitments): August 15, 2025 - Registration deadline: TBA - Conference: September 8–9, 2025, University of Gothenburg, Sweden All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”). Language models And RePresentations (LARP) brings together researchers that explore how information is structured, encoded and used in computational language systems. We encourage submissions on both neural (sub-symbolic) and discrete (symbolic) representations from the fields of computational linguistics and artificial intelligence or their intersection. The conference is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/), University of Gothenburg. The conference will be held between September 8 and 9 in Gothenburg, Sweden (on-site and hybrid). Topics of interest ---- We hope to see innovative work that considers neural and symbolic learning and processing in terms of different modelling perspectives. Papers are invited on the following topics as they relate to natural language: - Neuro-symbolic integration: novel hybrid frameworks combining symbolic representations with neural network learning for enhanced reasoning and natural language processing - Explainable machine learning: techniques that allow for better interpretability, transparency, and explainability of neural, symbolic and neuro-symbolic architectures - Logical constraints in neural networks: methods that use logical structures (e.g., knowledge bases, ontologies) for post-hoc or inherent explainability - Automated reasoning systems providing human-interpretable rationales for decisions - Symbolic planning and control in neural workflows - Application-driven scenarios (robots, autonomous systems) showcasing benefits of symbolic approaches - Techniques that integrate symbolic representations into text or multimodal generation - Approaches that enforce domain knowledge, consistency, or adherence to constraints in text and/or multimodal generation - Fine-tuning and in-context learning strategies that incorporate logical or rule-based knowledge This list is illustrative but is not intended to be exhaustive. Submission Requirements ---- **Archival track** Archival track will feature the following types of submissions to appear in conference proceedings: we accept long papers (max 8 pages) and short papers (max 4 pages). Long and short papers must describe substantial, original, and unpublished research. Supplementary materials, appendices, a section on limitations and ethical concerns do not count towards the page limit. Archival accepted papers will be published in the 2025 ACL Anthology as a CLASP Conference Proceedings. Papers should be electronically submitted via the OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. Submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Archival submissions must be anonymous. Please make sure that you select the right track when submitting your paper. Contact the organisers if you have questions. **NEW!!! ARR Commitment** We accept papers that have been pre-reviewed via ACL Rolling Review<https://aclrollingreview.org/>. You are welcome to submit the link to your ARR submission. The linked submission must include both the reviews and the meta-review. Both the submission and its reviews will be evaluated by the programme committee for their relevance to the conference topic. To submit, please visit https://openreview.net/group?id=CLASP/LARP/2025/ARR_Commitment. **Non-archival track** At the time of submission, authors may indicate that their paper should be considered for the non-archival track. The format for non-archival submissions is the same for both long and short papers as it is for the archival submissions. Non-archival papers will not undergo the peer review process. They will be evaluated by the programme committee for clarity and content relevance before the decision by the PC is made. Non-archival papers do not need to be anonymous. If accepted, they are to be published on the conference website and presented as posters. **Poster abstracts** We invite researchers to submit abstracts in the above areas of interest. Abstract submissions are non-archival. This is a great opportunity to get feedback on work in progress or to present previously published work to a new audience. The deadline for abstract submission is the same as for non-archival papers. Notifications of acceptance will be sent out by August 8, 2025. Abstract submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Abstracts should not exceed 2 pages (supplementary materials, appendices, a section on limitations and ethical concerns are not included) and be submitted via OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. The acceptance decision on abstracts will go through the same procedure as papers for the non-archival track. Accepted abstracts will be presented as posters. Concurrent Submissions ---- Papers that have been or will be submitted to other conferences or publications must indicate this at submission time using a footnote on the title page of the submissions. We will not accept publications or presentation papers that overlap significantly in content or results with papers that will be (or have been) published elsewhere. Authors of papers accepted for presentation at LARP must notify the program chairs by the camera-ready deadline as to whether the paper will be presented. All accepted papers must be presented at the conference to appear in the Proceedings. Camera Ready Versions ---- Camera ready versions must be deanonymised. Archival submissions get 1 more page to address comments from reviewers: long papers can be maximum up to 9 pages, short papers can be maximum up to 5 pages. Organisers ---- LARP is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/) at the Department of Philosophy, Linguistics and Theory of Science (FLoV), University of Gothenburg. CLASP focuses its research on the application of probabilistic and information theoretic methods to the analysis of natural language. CLASP is concerned both with understanding the cognitive foundations of language and developing efficient language technology. We work at the interface of computational linguistics/natural language processing, theoretical linguistics, and cognitive science. For practical inquiries, send an email to larp2025(a)flov.gu.se<mailto:larp2025@flov.gu.se>.

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RANLP 2025: Final Call for Papers
by Ranasinghe, Tharindu 25 Apr '25

25 Apr '25

*Extended submission deadline: 25 May 2025* RANLP 2025 RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING Hotel “Cherno More” Varna, Bulgaria https://ranlp.org/ranlp2025/ Summer School on Deep Learning and LLMs for NLP: 3-5 September 2025 (Wednesday-Friday) Tutorials: 6-7 September 2025 (Saturday-Sunday) Main Conference: 8-10 September 2025 (Monday-Wednesday) Workshops and shared tasks: 11-13 September 2025 (Thursday-Saturday) We are pleased to announce that the 15th biennial RANLP conference will take place in September 2025 at the Black Sea city of Varna. In addition to the conference programme of competitively peer-reviewed papers reporting on the recent advances of a wide range of Natural Language Processing (NLP) topics, the conference features keynote talks by leading experts in NLP. Poster and demo sessions will be held at the conference exhibition area. The conference will be preceded by three days of summer school on Deep Learning and LLMs for NLP (3-5 September 2025) and two days of tutorials (6-7 September 2025). Post-conference specialised workshops as well as shared tasks covering timely NLP topics will be held on 11, 12 and 13 September 2025. A Student Research Workshop will run in parallel to the main conference. The Student Research Workshops (now the 9th edition) have become active discussion fora for young researchers. As from RANLP 2009, the papers accepted at RANLP and the associated workshops are included in the ACL Anthology. The RANLP proceedings are indexed by SCOPUS and DBLP. The SCOPUS SJR of RANLP proceedings is 0,299 (2023). After 2017, all accepted papers have DOI numbers. CHAIR OF THE PROGRAMME COMMITTEE Ruslan Mitkov (Lancaster University, UK and University of Alicante, Spain) CHAIR OF THE ORGANISING COMMITTEE Galia Angelova (Bulgarian Academy of Sciences, Bulgaria) The Programme Committee members are distinguished NLP experts from all over the world. The list of PC members will be announced on the conference website in due course. INVITED SPEAKERS KEYNOTE SPEAKERS at the RANLP 2025 conference (in alphabetical order): * Eneko Agirre (University of the Basque Country, Spain) * Roberto Navigli (Sapienza University of Rome, Italy) * Anna Rogers (IT University of Copenhagen, Denmark) Further keynote speakers will be announced soon. TUTORIAL LECTURERS (in alphabetical order): * Ekaterina Artemova (Toloka.AI, Germany) * Burcu Can Buglalilar (University of Sterling, UK) * Tharindu Ranasinghe and Damith Premasiri (Lancaster University, UK) * Anna Rogers and Max Müller-Eberstein (IT University of Copenhagen, Denmark) SUMMER SCHOOL LECTURERS and TEACHING ASISTANTS (in alphabetical order): * Maram Alharbi (Lancaster University, UK) * Ekaterina Artemova (Toloka.AI, Germany) * Isuri Nanomi Arachchige (Lancaster University, UK) * Burcu Can Buglalilar (University of Sterling, UK) * Salmane Chafik (Mohammed VI Polytechnic University, Morocco) * Ernesto Luis Estevanell (University of Alicante, Spain) * Hansi Hettiarachchi (Lancaster University, UK) * Alexander Mikheev (Daxtra Technologies, UK) * Andrei Mikheev (Daxtra Technologies, UK) * Damith Dola Mullage (Lancaster University, UK) * Max Müller-Eberstein (IT University of Copenhagen, Denmark) * Tharindu Ranasinghe (Lancaster University, UK) The 3rd RANLP SUMMER SCHOOL ON DEEP LEARNING and LARGE LANGUAGE MODELS for NLP will take place on 3-5 September 2025. The programme integrates 3 days of intensive lecturing in the morning and practical sessions in the afternoon. The following topics will be covered: NLP/DL Foundation, LLM Foundation and LLM Applications. More details will be published at https://ranlp2025-summer-school.github.io/ RANLP TUTORIALS 6-7 September 2025 RANLP-25 plans 4 half-day tutorials, each with duration of 185 minutes, distributed as follows: 45 min presentation + 20 min break + 45 min presentation + 30 min coffee break + 45 min presentation. The tutorial titles are: * Ekaterina Artemova: LLM-generated text detection * Burcu Can Buglalilar: From Large to Small: Building Affordable Language Models with Limited Resources * Tharindu Ranasinghe and Damith Premasiri: Legal NLP in the LLM era * Anna Rogers and Max Müller-Eberstein: Studying Generalization in the Age of Contamination Further information will be published at https://ranlp.org/ranlp2025/index.php/tutorials POST-CONFERENCE WORKSHOPS and SHARED TASKS, 11-13 September 2025: The following eight WORKSHOPS have been accepted and Calls for Papers have been distributed: * The first Interdisciplinary Workshop on Observations of Misunderstood, Misguided and Malicious Use of Language Models (OMMM 2025), organised by Piotr Przybyła, Matthew Shardlow, Clara Colombatto and Nanna Inie * The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models (EthicalLLMs 2025), organised by Damith Premasiri, Tharindu Ranasinghe and Hansi Hettiarachchi * The first Workshop on Natural Language Processing and Language Models for Digital Humanities (LM4DH 2025), organised by Isuri Nanomi Arachchige, Francesca Frontini, Ruslan Mitkov and Paul Rayson * From Rules to Language Models: Comparative Evaluation of NLP Methods (R2LM 2025), organised by Alicia Picazo-Izquierdo, Ernesto Luis Estevanell-Valladares, Ruslan Mitkov and Raúl García Cerdá * Advancing NLP for Low-Resource Languages (LowResNLP 2025), organised by Ernesto Luis Estevanell-Valladares, Alicia Picazo-Izquierdo, Tharindu Ranasinghe, Besik Mikaberidze, Simon Ostermann, Daniil Gurgurov, Philipp Müller, Kurt Micallef, Claudia Borg, Michal Gregor and Marián Šimko * The 8th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2025), organised by Ali Hürriyetoglu, Hristo Tanev, Surendrabikram Thapa, Vanni Zavarella and Erdem Yörük * The First International Workshop on Gaze Data and Natural Language Processing (Gaze4NLP 2025), organised by Cengiz Acartürk, Jamal Nasir, Çağrı Çöltekin and Burcu Can Buğlalılar * Beyond English: Natural Language Processing for all Languages in an Era of Large Language Models (GlobalNLP 2025), organised by Sudhansu Bala Das, Pruthwik Mishra, Alok Singh, Shamsuddeen Hassan Muhammad and Asif Ekbal The following five SHARED TASKS have been accepted and Calls for Participation have been disseminated: * PolyHope-M: Bridging Hope Speech Detection Across Multiple Languages, organised by Fazlourrahman Balouchzahi, Sabur Butt, Maaz Amjad, Luis Jose Gonzalez-Gomez, Abdul Gafar Manuel Meque, Helena Gomez-Adorno, Bharathi Raja Chakravarthi, Grigori Sidorov, Thomas Mandl, Ruba Priyadharshini and Saranya Rajiakodi Task website - https://www.codabench.org/competitions/5635/ * Multilingual Coreference Resolution, organised by Vijay Sundar Ram, Pattabhi RK Rao and Sobha Lalitha Devi Task website - https://www.codabench.org/competitions/5759/ * Sentiment Analysis on Arabic Dialects in the Hospitality Domain: A Multi-Dialect Benchmark, organised by Maram I. Alharbi, Salmane Chafik, Ruslan Mitkov and Saad Ezzini Task website - https://ahasis-42267.web.app/ * Multi-Domain Detection of AI-Generated Text (M-DAIGT), organised by Salima Lamsiyah, Saad Ezzini, Abdelkader El Mahdaouy, Hamza Alami, Abdessamad Benlahbib, Samir El Amrany, Salmane Chafik and Hicham Hammouchi Task website - https://ezzini.github.io/M-DAIGT/ * Identification of the Severity of the Depression in Forum Posts, organised by Isuri Anuradha, Hasintha Hewawasam, Deshan Koshala Sumanathilaka, Ruslan Mitkov, Paul Rayson and Saad Ezzini Task website - https://www.codabench.org/competitions/5894/ SUBMISSION OF PAPERS, POSTERS, DEMOS TO RANLP-2025 The submissions will be handled by the conference management software START. For further instructions, please follow the submission information at the conference website at https://ranlp.org/ranlp2025/. The reviewing process will be anonymous. Double submission is acceptable, but authors will be asked to declare it at the time of submission. Submissions will be reviewed by at least three members of the Programme Committee. Authors of accepted papers will receive guidelines regarding how to produce camera-ready versions of their papers for inclusion in the proceedings. All RANLP papers have DOI numbers assigned. The full conference proceedings will be uploaded on the ACL Anthology. RANLP publishes Regular papers 8 pages (with 30 min oral presentation), Short papers 6 pages (with 20 min oral presentation), and Poster/Demo papers 4 pages (with presentation in a poster or demo session). Additional pages are allowed for references only. RANLP-2025 aims to provide early notification of acceptance to authors and presenters who need visa to enter Bulgaria. We invite early submissions of authors’ names and paper abstracts, in order to plan quick reviewing. Access to the conference management software will be available as from 1 April 2025. IMPORTANT DATES Conference abstracts submission: 11 May 2025 (strongly recommended, to facilitate review planning) Conference papers submission: 25 May 2025 Conference papers acceptance notification: 4 July 2025 Camera-ready versions of the conference papers: 31 July 2025 Workshop paper submission deadline (suggested): 6 July 2025 Workshop paper acceptance notification (suggested): 31 July 2025 Workshop paper camera-ready versions (suggested): 30 August 2025 Workshop camera-ready proceedings ready (suggested): 8 September 2025 RANLP Summer School on Deep Learning in NLP: 3-5 September 2025 RANLP tutorials: 6-7 September 2025 (Saturday-Sunday) RANLP conference: 8-10 September 2025 (Monday-Wednesday) RANLP workshops and Shared Tasks presentations: 11-13 September 2025 (Thursday-Saturday) VENUE RANLP 2025 will be held at the conference facilities of Hotel “Cherno More” (http://www.chernomorebg.com<http://www.chernomorebg.com/> ) in Varna, the largest city on the Bulgarian Black Sea Coast. The event venue is centrally located at the entrance of the Sea Garden and offers excellent conference facilities. The city is a major tourist destination with flights to/from the Varna International Airport. It is also known for its Archaeological Museum, which features the oldest gold treasure in the world (https://en.wikipedia.org/wiki/Varna_Necropolis). The conference organisers will arrange a visit to Provadia-Solnitsata, the oldest salt-production and urban centre in Europe (5600 - 4350 BC, https://provadia-solnitsata.com/en/ ) which is located 50 km from Varna. THE TEAM BEHIND RANLP-25 Galia Angelova, Bulgarian Academy of Sciences, Bulgaria (Chair Organising Committee) Ruslan Mitkov, University of Lancaster, UK and University of Alicante, Spain (Chair Programme Committee) Nikolai Nikolov, Bulgarian Association for Computational Linguistics, Bulgaria Tharindu Ranasinghe, Lancaster University, UK (Workshops Chair and Shared tasks Co-Chair) Saad Ezzini, KFUPM, Saudi Arabia (Sponsorship Chair and Shared tasks Co-Chair) Maria Kunilovskaya, Saarland University, Germany (Publication Chair) Preslav Nakov, MBZUAI, Abu Dhabi, UAE Ivelina Nikolova, Bulgarian Academy of Sciences, Bulgaria Kiril Simov, Bulgarian Academy of Sciences, Bulgaria (Workshops Co-Chair) Petya Osenova, Bulgarian Academy of Sciences, Bulgaria (Workshops Co-Chair) Best Regards Tharindu Ranasinghe

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First call for papers Sixth Workshop on Resources for African Indigenous Language (RAIL)
by Menno Van Zaanen 17 Apr '25

17 Apr '25

First call for papers Sixth Workshop on Resources for African Indigenous Language (RAIL) Co-located with DHASA 2025 https://sadilar.org/rail-2025/ RAIL Workshop date: 10 November 2025 DHASA Conference dates: 10-14 November 2025 Venue: CSIR International Convention Centre. The sixth RAIL workshop website: https://sadilar.org/rail-2025/ DHASA website: https://digitalhumanities.org.za/ The sixth Resources for African Indigenous Languages (RAIL) workshop will be co-located with the Digital Humanities Association of Southern Africa (DHASA) 2025 conference at the CSIR International Convention Centre in Pretoria, South Africa, on 10 November 2025. The RAIL workshop is an interdisciplinary platform for researchers working on African indigenous languages resources such as natural languages processing (NLP) tools, Human Language Technologies (HLT), data collections, and annotations. This workshop aims to foster a scientific community of practice that focuses on computational linguistic tools and data that are designed for or applied to the indigenous languages of Africa. Many African languages are under-resourced while only a few are considered to be somewhat better resourced. These languages often share interesting properties such as writing systems, making them different from most high-resourced languages. From a computational perspective, these languages lack enough corpora to undertake high level development of NLP and HLT tools, which in turn impedes the development of African languages in these areas. During previous workshops, it was noted that the problems and solutions presented were not only applicable to African languages but were also relevant to many other low-resource languages across the world. Because these languages share similar challenges, this workshop provides researchers with opportunities to work collaboratively on issues of language resource development and learn from each other. The RAIL workshop has several aims. First, the workshop brings together researchers who work on African indigenous languages, forming a community of practice for people working on indigenous languages. Second, the workshop aims to reveal currently unknown or unpublished existing resources (corpora, NLP tools, and applications), resulting in a better overview of the current state-of-the-art, and also allows for discussions on novel, desired resources for future research in this area. Third, it enhances sharing of knowledge on the development of low-resource languages. Finally, it enables discussions on how to improve the quality as well as availability of the resources. The workshop has “Language resources in the age of large language models” as its theme, but submissions on any topic related to properties of African indigenous languages (including related non- African languages) may be accepted. Suggested topics include (but are not limited to) the following: * Digital representations of linguistic structures * Descriptions of corpora or other data sets of African indigenous languages * Building resources for (under-resourced) African indigenous languages * Developing and using African indigenous languages in the digital age * Effectiveness of digital technologies for the development of African indigenous languages * Revealing unknown or unpublished existing resources for African indigenous languages * Developing desired resources for African indigenous languages * Improving quality, availability and accessibility of African indigenous language resources Submission requirements: We invite papers on original, unpublished work related to the topics of the workshop. Submissions, presenting completed work, may consist of up to eight (8) pages of content plus additional pages of references. The final camera-ready version of accepted long papers are allowed one additional page of content (up to 9 pages) so that reviewers’ feedback can be incorporated. Papers should be formatted according to the DHASA style sheet which is provided on the Journal of the Digital Humanities Association of Southern Africa website (https://upjournals.up.ac.za/index.php/dhasa/about). Reviewing is double-blind, so make sure to anonymise your submission (e.g., do not provide author names, affiliations, project names, etc.) Limit the amount of self citations (anonymised citations should not be used). The RAIL workshop follows the DHASA submission requirements. Please submit papers in PDF format (the submission link will be available soon). Accepted papers will be published in proceedings linked to the DHASA conference. Important dates: Submission deadline: 14 July 2025 Date of notification: 16 September 2025 Camera ready copy deadline: 24 October 2025 Workshop: 10 November 2025 DHASA conference: 10 November 2025-14 November 2025 Organising Committee Rooweither Mabuya, South African Centre for Digital Language Resources (SADiLaR), South Africa Muzi Matfunjwa, South African Centre for Digital Language Resources (SADiLaR), South Africa Mmasibidi Setaka, South African Centre for Digital Language Resources (SADiLaR), South Africa Menno van Zaanen, South African Centre for Digital Language Resources (SADiLaR), South Africa -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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CALL FOR PAPERS: Special issue on Machine Translation for Low-Resource Languages@Language Resources and Evaluation Journal
by Atul K. Ojha 16 Apr '25

16 Apr '25

Apologies for cross-posting. --------------------------------------------------------------------------- *CALL FOR PAPERS: Language Resources and Evaluation Journal- Special Issue on Machine Translation for Low-Resource Languages* https://link.springer.com/collections/gbdgacbgbg *Guest Editors:* - Atul Kr. Ojha (Insight Research Ireland Centre for Data Analytics, DSI, University of Galway, Ireland) - Chao-Hong Liu (Industrial Technology Research Institute, Potamu Research Ltd.) - Ekaterina Vylomova (University of Melbourne, Australia) - Flammie Pirinen (UiT The Arctic University of Norway, Tromsø) - Jonathan Washington (Swarthmore College, USA) - Nathaniel Oco (De La Salle University, Philippines) - Xiaobing Zhao (Minzu University of China) Machine translation (MT) technologies have been improved significantly in the last decade using neural MT (NMT) approaches. However, most of these methods rely on the availability of large parallel data for training the MT systems, resources which are not available for the majority of language pairs. Hence, current technologies often fall short in their ability to be applied to low-resource languages. Developing MT technologies using relatively small corpora still presents a major challenge for the MT community. In addition, many methods for developing MT systems still rely on several natural language processing (NLP) tools to pre-process texts in source languages and post-process MT outputs in target languages. The performance of these tools often has a great impact on the quality of the resulting translation. The availability of MT technologies and NLP tools can facilitate equal access to information for the speakers of a language and determine on which side of the digital divide they will end up. The lack of these technologies for many of the world's languages provides opportunities both for the field to grow and for making tools available for speakers of low-resource languages. In the past few years, several workshops and evaluations have been organized to promote research on low-resource languages. NIST has been conducting Low Resource Human Language Technology evaluations (LoReHLT) annually from 2016 to 2019. In LoReHLT evaluations, there is no training data in the evaluation language. Participants receive training data in related languages but need to bootstrap systems in the surprise evaluation language at the start of the evaluation. Methods for this include pivoting approaches and taking advantage of linguistic universals. The evaluations are supported by DARPA's Low Resource Languages for Emergent Incidents (LORELEI) program, which seeks to advance technologies that are less dependent on large data resources and that can be quickly pivoted to new languages within a very short amount of time so that information from any language can be extracted in a timely manner to provide situation awareness to emergent incidents. There are also the Workshop on Technologies for MT of Low-Resource Languages (LoResMT), Special Interest Group on Under-resourced Languages (SIGUL), Workshop on Resources and Technologies for Indigenous, Endangered and Lesser-resourced Languages in Eurasia (EURALI), the Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing (DeepLo). AfricaNLP, TurkLang, Conference on Machine Translation (WMT), and International Conference on Spoken Language Translation (IWSLT) workshop, which provide a venue for sharing research and working on research and development in this field. This topical collection solicits original research papers on MT systems/methods and related NLP tools for low-resource languages in general. LoReHLT, LORELEI, LoResMT, SIGUL, EURALI, DeepLo, WMT, and IWSLT participants are very welcome to submit their work to the special issue. Summary papers on MT research for specific low-resource languages, as well as extended versions (>40% difference) of published papers from relevant conferences/workshops, are also welcome. Topics of the special issue include, but are not limited to: * Research and review papers on MT systems/methods for low-resource languages * Research and review papers on pre-processing and/or post-processing NLP tools for MT * Word tokenizers/de-tokenizers for low-resource languages * Word/morpheme segmenters for low-resource languages * Use of morphological analyzers and/or morpheme segmenters in MT * Multilingual/cross-lingual NLP tools for MT * Review of available corpora of low-resource languages for MT * Pivot MT for low-resource languages * Zero-shot MT for low-resource languages * Fast building of MT systems for low-resource languages * Re-usability of existing MT systems and/or NLP tools for low-resource languages * Machine translation for language preservation * Techniques that work across many languages and modalities * Techniques that are less dependent on large data resources * Use of language-universal resources * Bootstrap-trained resources for the short development cycle * Entity, relation- and event-extraction * Sentiment detection in MT * MT Summarisation * Processing diverse languages, genres (news, social media, etc.) and modalities (text, speech, video, etc.) * Speech Translation for low-resource languages * Multimodal MT for low-resource languages * MT models using LLMs for low-resource languages * Generative AI models for low-resource languages * Evaluation metrics and datasets for low-resource languages For further information on this initiative, please refer to https://link.springer.com/collections/gbdgacbgbg *IMPORTANT DATES* May 26, 2025: Expression of interest (EOI) via this form: https://forms.gle/QqeqxZgGfsxP6rZ77 August 26, 2025: Paper submission deadline December 05, 2025: Revised papers due March 2026: Publication * SUBMISSION GUIDELINES* Authors should follow the "Instructions for Authors <https://link.springer.com/journal/10579/submission-guidelines> ( https://link.springer.com/journal/10579/submission-guidelines)" on the LRE journal website <https://link.springer.com/journal/10579>. Thanks, Atul

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First call for papers DHASA Conference 2025
by Menno Van Zaanen 16 Apr '25

16 Apr '25

First call for papers DHASA Conference 2025 https://dh2025.digitalhumanities.org.za Theme: The role of humanities in digital humanities and artificial intelligence The Digital Humanities Association of Southern Africa (DHASA) is pleased to announce its fifth conference, focusing on the theme The role of humanities in digital humanities and artificial intelligence. In a region where the field of Digital Humanities is still relatively underdeveloped, this conference aims to address this gap and foster growth and collaboration in the field. The conference offers an opportunity for researchers interested in showcasing their work in the broad field of Digital Humanities to come together. By doing so, the conference provides a comprehensive overview of the current state-of- the-art in Digital Humanities, particularly within the Southern Africa region. As such, we welcome submissions related to Digital Humanities research conducted by individuals from Southern Africa or research focused on the geographical area of Southern Africa in the broad sense. Furthermore, the conference serves as a platform for information sharing and networking among researchers passionate about Digital Humanities. By bringing together experts working on Digital Humanities in Southern Africa or with a focus on Southern Africa, we aim to promote collaboration and facilitate further research in this dynamic field. In addition to the main conference, affiliated workshops and tutorials will be organised, providing researchers with valuable insights into novel technologies and tools. These supplementary events are designed for researchers interested in specific aspects of Digital Humanities or seeking practical information to enter or advance their knowledge in the field. The DHASA conference welcomes interdisciplinary contributions from researchers in various domains of Digital Humanities, including, but not limited to, language, literature, visual art, performance and theatre studies, media studies, music, history, sociology, psychology, language technologies, library studies, philosophy, methodologies, software and computation, AI, and more. Our goal is to cultivate an inclusive scientific community of practice within Digital Humanities. Suggested topics include the following: * The role of AI in digital humanities, the role of Digital Humanities in shaping AI, and the broader role of the humanities in both AI and DH projects; * Digital archives and the preservation of marginalised voices; * Intersectionality and the digital humanities: exploring the intersections of race, gender, sexuality, culture, and class in digital research and activism; * Activism and social change through digital media: how digital humanities tools and methodologies can be used to promote inclusion; * Engaging marginalised communities in the creation and use of digital tools, resources, and AI; * Exploring the role of digital humanities in decolonising knowledge and promoting indigenous perspectives; * The ethics of data collection and analysis in digital humanities and AI research; * The role of digital humanities and AI in promoting inclusive and equitable pedagogy; * Digital humanities and inclusion in the context of African and global perspectives and international collaborations; * Critical approaches to digital humanities and inclusion: examining the limitations and possibilities of digital tools and methodologies in promoting inclusion; and * Collaborative digital humanities projects with non-profit organisations, community groups, and cultural institutions; * Development of digital and AI tools for supporting digital humanities; * Novel utilisation of digital and AI tools for performing digital humanities research; * The role of digital humanities in the classroom: reimagining literacy and AI fluency * Digital humanities data and project management; * The role of librarians in the digital humanities project; * Any other digital humanities-related topic that serves the Southern African community. Submission Guidelines The DHASA conference 2025 asks for three types of submissions: * Long papers: Authors may submit long papers with a maximum of 8 content pages and unlimited pages for references and appendices. The final versions of accepted long papers will be granted an additional page (leading to a total of up to 9 content pages) to incorporate reviewers' comments. Long papers accepted for the conference will be presented in 30-minute time slots (which includes 10 minutes for questions). * Short papers: Authors may submit short papers with a maximum of 5 content pages and unlimited pages for references and appendices. The final versions of accepted short papers will be allowed an extra page (leading to a total of up to 6 content pages) to accommodate reviewers' comments. Short papers accepted for the conference will be presented in 15-minute time slots (which includes 5 minutes for questions). * Executive summaries: Authors can submit an executive summary for work in progress, limited to 1 page. Executive summaries accepted for the conference will be presented as posters during a dedicated poster presentation slot. All accepted long and short paper submissions that are presented at the conference will be published in the JDHASA journal, see https://upjournals.up.ac.za/index.php/dhasa. In addition, the executive summaries for the poster presentations will be published in a book of executive summaries before the conference. We particularly encourage student submissions where the first author is a student. All submissions should adhere to the ACL style guide: https://acl-org.github.io/ACLPUB/formatting.html Submissions should be submitted in PDF format. Submissions that do not adhere to the prescribed style guide will be rejected. Follow this link to go to the submission platform: https://dh2025.digitalhumanities.org.za/submission/ Authors are encouraged to upload their datasets to the SADiLaR repository: https://repo.sadilar.org/. In case of difficulties uploading the datasets, please reach out to Benito Trollip (benito.trollip(a)nwu.ac.za). Important dates Submission deadline: 14 July 2025 Date of notification: 16 September 2025 Camera-ready copy deadline: 24 October 2025 Conference: 10 November 2025 – 14 November 2025 Conference venue: CSIR ICC, Pretoria, South Africa Co-located events Several co-located events are currently being prepared, including workshops and tutorials. These will be updated on the conference website. Organising Committee Aby Louw, Council for Scientific and Industrial Research Andiswa Bukula, South African Centre for Digital Language Resources Avi Moodley, Council for Scientific and Industrial Research Franco Mak, Council for Scientific and Industrial Research Franziska Pannach, Rijksuniversiteit Groningen Ilana Wilken, Council for Scientific and Industrial Research Johannes Sibeko, Nelson Mandela University Juan Steyn, South African Centre for Digital Language Resources Laurette Marais, Council for Scientific and Industrial Research Marissa Griesel, South African Centre for Digital Language Resources Menno van Zaanen, South African Centre for Digital Language Resources Privolin Naidoo, Council for Scientific and Industrial Research Sthembiso Mkhwanazi, Council for Scientific and Industrial Research -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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Second Call for Special Issue Proposals - Journal Natural Language Processing
by Ranasinghe, Tharindu 16 Apr '25

16 Apr '25

Journal Natural Language Processing (formerly Journal of Natural Language Engineering) *** Second Call for Special Issue Proposals *** In recent years the area of Natural Language Processing (NLP) has enjoyed unprecedented developments since the emergence of Deep Learning and, lately, Large Language Models. At the same time, NLP is following the trend of many other areas in becoming highly specialised, with a number of application-orientated and narrow-domain topics emerging or growing in importance. These developments, often coinciding with a lack of related literature, necessitate and warrant the publication of specialised volumes focusing on a specific topic of interest to the NLP research community. The Journal Natural Language Processing (formerly Journal of Natural Language Engineering), which features six 160-page issues per year and has had its impact factor increase yearly, invites proposals for special issues on a competitive basis covering any topics in applied NLP which have emerged as important recent developments and have attracted the attention of a number of researchers. The Journal Calls for Proposals for special issues have resulted in high-quality outputs and this year we look forward to another successful competition. Proposals on topics covering a variety of methods, tasks, resources and applications from Natural Language Processing, Computational Linguistics, Speech and Language Processing, Text Analytics and related areas are eligible. Special issues on timely NLP topics such as latest language models including Large Language Models/Generative AI, are welcome. Special issue proposals may be based on a successful workshop or a body of work associated with a particular group or section of the community. In the case of papers previously submitted to workshops, the Guest Editors will not be able to re-use previous workshop reviews. In addition, the call for papers of the accepted proposals must be open to all interested parties and all authors will be given equal treatment; in the case of proposals based on previous workshops, submissions cannot be limited to workshop participants only. Prospective proposers are also encouraged to consult the successful Journal columns "Industry Watch" and "Emerging Trends" for additional inspiration. Interested parties have the option of preliminary feedback by emailing expressions of interest accompanied by a brief description of the intended special issue to the Executive Editor (Ruslan.Mitkov(a)ua.es). He will give a brief indication of whether the topic is appropriate to the Journal. In the case of initial positive feedback, the prospective Guest Editors will be asked to submit a proposal for a special issue that will be reviewed by the Editors of the Journal and by other members of the Journal Editorial Board. The proposal for a special issue should include a brief outline of the field and rationale as to why it is important to launch a special issue on the particular topic of interest at the current time. It should include a relevant literature survey (related previous special issues, volumes, workshop and conference proceedings) and should explain the added value of the proposed special issue against the background of other relevant or competing publications and volumes (if applicable). It is desirable that evidence for the estimate of expected submissions to the special issue be provided and justified. The proposals should also include a tentative Guest Editorial Board. It is desirable that at least one (preferably two) of the members of the Guest Editorial Board is on the Editorial Board of the Journal Natural Language Processing. The proposal should also include a tentative time-scale for the production of the special issue (the time-scale committed to in the proposal should be adhered to, if the proposal is accepted), and information about the prospective Guest Editors such as relevant experience, publications etc. Time-scale - Deadline for submission of special issue proposals: 28 April 2025 (proposals to be emailed to Ruslan.Mitkov(a)ua.es with a copy to NLP(a)cambridge.org) - Notification of acceptance/rejection: 19 May 2025 - Calls for papers related to the successful proposals (at least 2 calls are recommended): 7 June 2025 first call July-September 2025 second (and third call, if applicable) Once the special issue is approved and launched, Guest Editors are expected to adhere to the same reviewing and acceptance standards as regular issues of the Journal. In particular, each submission needs to be reviewed by three members of the Guest Editorial Board or other experts in the field. To ensure geographical diversity and balance, and to avoid over-reliance on the same reviewers, each submission must not be reviewed by three experts from the same country, and no single reviewer should evaluate more than two submissions. If the Executive Editor is not satisfied with the review process for a special issue paper, he may either reject the paper or send it for additional review. As a last resort, the Executive Editor has the discretion to reject the entire special issue if the reviewing practices are found to be flawed. All special issues are required to include a survey of the field (at least 15 pages) as its first article, which can be written either by the Guest Editors or experts in the field commissioned by the Guest Editors. This is in addition to a 1-2 page preface by the Guest Editors. Best Regards Dr Tharindu Ranasinghe | Lecturer in Security and Protection Science School of Computing and Communications | Lancaster University Contact me on Teams<https://teams.microsoft.com/l/chat/0/0?users=t.ranasinghe@lancaster.ac.uk> www.lancaster.ac.uk<https://www.lancaster.ac.uk/>

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[Second CfP] The 2025 CLASP Conference on Language models And RePresentations (LARP 2025)
by LARP2025 11 Apr '25

11 Apr '25

SECOND CALL FOR PAPERS ======= LARP Language models And RePresentations September 8 - September 9, 2025, Gothenburg, Sweden ======= https://gu-clasp.github.io/LARP/index.html Invited speakers ---- Dan Roth, University of Pennsylvania and Oracle Vaishak Belle, University of Edinburgh Moa Johansson, Chalmers University of Technology Important dates ---- - Submission deadline (archival): April 28, 2025 - Notification of acceptance (archival): June 20, 2025 - NEW!!! Commitment deadline for pre-reviewed ACL ARR submissions: July 31, 2025 - Submission deadline (non-archival): August 1, 2025 - Notification of acceptance (non-archival): August 8, 2025 - Camera ready (archival): August 8, 2025 - Camera ready (ARR Commitments): August 15, 2025 - Registration deadline: TBA - Conference: September 8–9, 2025, University of Gothenburg, Sweden All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”). Language models And RePresentations (LARP) brings together researchers that explore how information is structured, encoded and used in computational language systems. We encourage submissions on both neural (sub-symbolic) and discrete (symbolic) representations from the fields of computational linguistics and artificial intelligence or their intersection. The conference is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/), University of Gothenburg. The conference will be held between September 8 and 9 in Gothenburg, Sweden (on-site and hybrid). Topics of interest ---- We hope to see innovative work that considers neural and symbolic learning and processing in terms of different modelling perspectives. Papers are invited on the following topics as they relate to natural language: - Neuro-symbolic integration: novel hybrid frameworks combining symbolic representations with neural network learning for enhanced reasoning and natural language processing - Explainable machine learning: techniques that allow for better interpretability, transparency, and explainability of neural, symbolic and neuro-symbolic architectures - Logical constraints in neural networks: methods that use logical structures (e.g., knowledge bases, ontologies) for post-hoc or inherent explainability - Automated reasoning systems providing human-interpretable rationales for decisions - Symbolic planning and control in neural workflows - Application-driven scenarios (robots, autonomous systems) showcasing benefits of symbolic approaches - Techniques that integrate symbolic representations into text or multimodal generation - Approaches that enforce domain knowledge, consistency, or adherence to constraints in text and/or multimodal generation - Fine-tuning and in-context learning strategies that incorporate logical or rule-based knowledge This list is illustrative but is not intended to be exhaustive. Submission Requirements ---- **Archival track** Archival track will feature the following types of submissions to appear in conference proceedings: we accept long papers (max 8 pages) and short papers (max 4 pages). Long and short papers must describe substantial, original, and unpublished research. Supplementary materials, appendices, a section on limitations and ethical concerns do not count towards the page limit. Archival accepted papers will be published in the 2025 ACL Anthology as a CLASP Conference Proceedings. Papers should be electronically submitted via the OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. Submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Archival submissions must be anonymous. Please make sure that you select the right track when submitting your paper. Contact the organisers if you have questions. **NEW!!! ARR Commitment** We accept papers that have been pre-reviewed via ACL Rolling Review<https://aclrollingreview.org/>. You are welcome to submit the link to your ARR submission. The linked submission must include both the reviews and the meta-review. Both the submission and its reviews will be evaluated by the programme committee for their relevance to the conference topic. To submit, please visit https://openreview.net/group?id=CLASP/LARP/2025/ARR_Commitment. **Non-archival track** At the time of submission, authors may indicate that their paper should be considered for the non-archival track. The format for non-archival submissions is the same for both long and short papers as it is for the archival submissions. Non-archival papers will not undergo the peer review process. They will be evaluated by the programme committee for clarity and content relevance before the decision by the PC is made. Non-archival papers do not need to be anonymous. If accepted, they are to be published on the conference website and presented as posters. **Poster abstracts** We invite researchers to submit abstracts in the above areas of interest. Abstract submissions are non-archival. This is a great opportunity to get feedback on work in progress or to present previously published work to a new audience. The deadline for abstract submission is the same as for non-archival papers. Notifications of acceptance will be sent out by August 8, 2025. Abstract submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Abstracts should not exceed 2 pages (supplementary materials, appendices, a section on limitations and ethical concerns are not included) and be submitted via OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. The acceptance decision on abstracts will go through the same procedure as papers for the non-archival track. Accepted abstracts will be presented as posters. Concurrent Submissions ---- Papers that have been or will be submitted to other conferences or publications must indicate this at submission time using a footnote on the title page of the submissions. We will not accept publications or presentation papers that overlap significantly in content or results with papers that will be (or have been) published elsewhere. Authors of papers accepted for presentation at LARP must notify the program chairs by the camera-ready deadline as to whether the paper will be presented. All accepted papers must be presented at the conference to appear in the Proceedings. Camera Ready Versions ---- Camera ready versions must be deanonymised. Archival submissions get 1 more page to address comments from reviewers: long papers can be maximum up to 9 pages, short papers can be maximum up to 5 pages. Organisers ---- LARP is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/) at the Department of Philosophy, Linguistics and Theory of Science (FLoV), University of Gothenburg. CLASP focuses its research on the application of probabilistic and information theoretic methods to the analysis of natural language. CLASP is concerned both with understanding the cognitive foundations of language and developing efficient language technology. We work at the interface of computational linguistics/natural language processing, theoretical linguistics, and cognitive science. For practical inquiries, send an email to larp2025(a)flov.gu.se<mailto:larp2025@flov.gu.se>.

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Call for trainers: UniDive training school on diversity in NLP, Yerevan, January 2026
by Dan Zeman 09 Apr '25

09 Apr '25

* UniDive COST Action <https://unidive.lisn.upsaclay.fr/>is a scientific network dedicated to universality, diversity and idiosyncrasy in language technology. We are looking for trainers for our winter training school in Yerevan <https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:2nd_unid…>, Armenia, organized at the Yerevan State University on January 20-24, 2026.The training school is dedicated tolinguistic diversityand related topics. We are interested in various aspects of diversity relevant to NLP like lexical, syntactic, semantic, typological, cultural, genre diversity, etc. We invite course proposals covering (but not necessarily restricted to) the following: * Introduction to typology for newcomers (especially from NLP) * Diversity quantification in NLP * Diversity and Large Language Models (LLMs) * LLMs for low-resourced languages * Enhancing diversity in models and datasets * Using “universalist” resources (such as Universal Dependencies or PARSEME corpora) for typological research * LLMs and language creativity vs. wooden language Proposals of courses (4 pages max.) should be sent by Monday June 2, 2025 at the latest to Dan Zeman <zeman(a)ufal.mff.cuni.cz <mailto:zeman@ufal.mff.cuni.cz>>, Verginica Mititelu <vergi(a)racai.ro <mailto:vergi@racai.ro>> and Marie-Catherine de Marneffe <marie-catherine.demarneffe(a)uclouvain.be <mailto:marie-catherine.demarneffe@uclouvain.be>>, with the subject “UniDive training school proposal”. The proposals should include: * Title of the course * Abstract, including the topics to be covered * Level (introductory, intermediate or advanced course) * Draft schedule, with a brief description of each session (max. 5 sessions of up to 2h each – the training school goes over 5 days, but courses do not have to be given every day, see the schedule of our previous training school <https://unidive.lisn.upsaclay.fr/doku.php?id=meetings:other-events:1st_unid…>) * Necessary infrastructure * Prerequisites for the trainees (bibliography to be covered, software to be installed, accounts to be created, etc.) * Bibliography (highlighting the recommended readings for the trainees) * Instructors, their affiliation, contact details and experience Important dates (anywhere on Earth): * Monday June 2, 2025: Submission of course proposals from potential trainers * Thursday June 12, 2025: Notification * Wednesday November 26, 2025: Publishing the prerequisites for the courses * Tuesday-Saturday January 20-24, 2026: Training school We cannot offer a salary for the courses themselves but long-distance travel costs of the trainers will be covered, as well as a daily allowance of 185 EUR (to cover hotel, meals and local transportation – see COST Annotated Rules <https://www.cost.eu/uploads/2025/02/COST-094-21-V2.0-Annotated-Rules-for-CO…>, Annex A1-3.1 TRAVEL REIMBURSEMENT RULES). Marie-Catherine de Marneffe, Verginica Barbu Mititelu, Agata Savary, Dan Zeman (on behalf of the UniDive Core Group) *

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Assistant professor in Computational lingustics
by Sara Stymne 08 Apr '25

08 Apr '25

Join the Computational Linguistics group at Uppsala University! We are hiring an Assistant Professor (Tenure Track) in Computational Linguistics Application deadline: April 29, 2025 Find out more and apply: https://uu.varbi.com/en/what:job/jobID:809532/ ****************************** Description The department is seeking an associate senior lecturer in computational linguistics. Computational linguistics, or language technology, is an interdisciplinary field dealing with computational models of natural language. Traditionally, research has been driven both by the theoretical goal of understanding human language and by practical applications such as machine translation, information retrieval, and human-computer dialogue. The area has in recent years increasingly been influenced by the emergence of large language models and generative AI. The computational linguistics group at Uppsala University conducts research within a broad field with two focus areas: digital philology and multilingual language technology. Education is primarily offered at the second-cycle level, within the international master’s program in language technology, and at the third-cycle level within the PhD program in computational linguistics. Subject area Computational linguistics Duties The aim of the position is to give the teacher the opportunity to develop independence as a researcher and enhance their academic as well as their pedagogical qualifications in order to meet the criteria for employment as senior lecturer. The duties comprise research within the relevant area of specialization (50% of full-time) as well as teaching and administration (no more than 50% of full-time). Teaching includes supervision, course responsibility, course administration, and course development. Teaching primarily consists of courses in language technology, including master’s thesis supervision, within the international master’s program in language technology, which is taught in English. Teaching may include courses with the following specializations: general language technology, language technology applications such as information retrieval and machine translation, machine learning in language technology, as well as programming and mathematics. It may also include supervision of PhD students. As an associate senior lecturer, the candidate is expected to actively apply for external research funding, to stay aware of developments within their field of specialization, and to take part in the faculty’s and department’s development of research and teaching. Eligibility requirements Applicants are eligible for employment as associate senior lecturer if they hold a doctoral degree or have the equivalent academic competence, have demonstrated pedagogical competence, and have the personal characteristics required in order to carry out the duties that the position involves well. Precedence will be given to applicants who completed their PhD projects or reached the equivalent competence no more than five years before the deadline for applications. In order to meet the requirement of pedagogical competence, the applicant should have completed at least five weeks of relevant training in tertiary-level teaching or acquired the equivalent competence in other ways. In special circumstances, the training can be carried out during the first two years of employment. Ability to teach in English is required. The candidate is furthermore expected to be able to use Swedish as a working language within two years. The candidate should have the personal characteristics required to carry out the duties of the position well. Such characteristics include flexibility, the capacity to work well with others, and a sense of responsibility. It is a requirement that the applicant’s academic, pedagogical, and professional competence is relevant to the subject area and duties that the position involves. När du har kontakt med oss på Uppsala universitet med e-post så innebär det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/ E-mailing Uppsala University means that we will process your personal data. For more information on how this is performed, please read here: http://www.uu.se/en/about-uu/data-protection-policy

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Call for Special Issue Proposals - Journal Natural Language Processing
by Ranasinghe, Tharindu 28 Mar '25

28 Mar '25

Journal Natural Language Processing (formerly Journal of Natural Language Engineering) *** Call for Special Issue Proposals *** In recent years the area of Natural Language Processing (NLP) has enjoyed unprecedented developments since the emergence of Deep Learning and, lately, Large Language Models. At the same time, NLP is following the trend of many other areas in becoming highly specialised, with a number of application-orientated and narrow-domain topics emerging or growing in importance. These developments, often coinciding with a lack of related literature, necessitate and warrant the publication of specialised volumes focusing on a specific topic of interest to the NLP research community. The Journal Natural Language Processing (formerly Journal of Natural Language Engineering), which features six 160-page issues per year and has had its impact factor increase yearly, invites proposals for special issues on a competitive basis covering any topics in applied NLP which have emerged as important recent developments and have attracted the attention of a number of researchers. The Journal Calls for Proposals for special issues have resulted in high-quality outputs and this year we look forward to another successful competition. Proposals on topics covering a variety of methods, tasks, resources and applications from Natural Language Processing, Computational Linguistics, Speech and Language Processing, Text Analytics and related areas are eligible. Special issues on timely NLP topics such as latest language models including Large Language Models/Generative AI, are welcome. Special issue proposals may be based on a successful workshop or a body of work associated with a particular group or section of the community. In the case of papers previously submitted to workshops, the Guest Editors will not be able to re-use previous workshop reviews. In addition, the call for papers of the accepted proposals must be open to all interested parties and all authors will be given equal treatment; in the case of proposals based on previous workshops, submissions cannot be limited to workshop participants only. Prospective proposers are also encouraged to consult the successful Journal columns "Industry Watch" and "Emerging Trends" for additional inspiration. Interested parties have the option of preliminary feedback by emailing expressions of interest accompanied by a brief description of the intended special issue to the Executive Editor (Ruslan.Mitkov(a)ua.es). He will give a brief indication of whether the topic is appropriate to the Journal. In the case of initial positive feedback, the prospective Guest Editors will be asked to submit a proposal for a special issue that will be reviewed by the Editors of the Journal and by other members of the Journal Editorial Board. The proposal for a special issue should include a brief outline of the field and rationale as to why it is important to launch a special issue on the particular topic of interest at the current time. It should include a relevant literature survey (related previous special issues, volumes, workshop and conference proceedings) and should explain the added value of the proposed special issue against the background of other relevant or competing publications and volumes (if applicable). It is desirable that evidence for the estimate of expected submissions to the special issue be provided and justified. The proposals should also include a tentative Guest Editorial Board. It is desirable that at least one (preferably two) of the members of the Guest Editorial Board is on the Editorial Board of the Journal Natural Language Processing. The proposal should also include a tentative time-scale for the production of the special issue (the time-scale committed to in the proposal should be adhered to, if the proposal is accepted), and information about the prospective Guest Editors such as relevant experience, publications etc. Time-scale - Deadline for submission of special issue proposals: 28 April 2025 (proposals to be emailed to Ruslan.Mitkov(a)ua.es with a copy to NLP(a)cambridge.org) - Notification of acceptance/rejection: 19 May 2025 - Calls for papers related to the successful proposals (at least 2 calls are recommended): 7 June 2025 first call July-September 2025 second (and third call, if applicable) Once the special issue is approved and launched, Guest Editors are expected to adhere to the same reviewing and acceptance standards as regular issues of the Journal. In particular, each submission needs to be reviewed by three members of the Guest Editorial Board or other experts in the field. To ensure geographical diversity and balance, and to avoid over-reliance on the same reviewers, each submission must not be reviewed by three experts from the same country, and no single reviewer should evaluate more than two submissions. If the Executive Editor is not satisfied with the review process for a special issue paper, he may either reject the paper or send it for additional review. As a last resort, the Executive Editor has the discretion to reject the entire special issue if the reviewing practices are found to be flawed. All special issues are required to include a survey of the field (at least 15 pages) as its first article, which can be written either by the Guest Editors or experts in the field commissioned by the Guest Editors. This is in addition to a 1-2 page preface by the Guest Editors. Best Regards Dr Tharindu Ranasinghe | Lecturer in Security and Protection Science School of Computing and Communications | Lancaster University Contact me on Teams<https://teams.microsoft.com/l/chat/0/0?users=t.ranasinghe@lancaster.ac.uk> www.lancaster.ac.uk<https://www.lancaster.ac.uk/>

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[CfP] Third LLM4Eval@SIGIR 2025
by Guglielmo Faggioli 21 Mar '25

21 Mar '25

The Third Workshop on LLM4Eval progresses the discussion from the previous series. These earlier events investigated the potential and challenges of using LLMs for search relevance evaluation, automated judgments, and retrieval-augmented generation (RAG) assessment. As modern IR systems integrate search, recommendations, conversational interfaces, and personalization, new evaluation challenges arise beyond basic relevance assessment. These applications create personalized rankings, explanations, and adapt to user preferences over time, requiring new evaluation methods. Overview Recent advancements in Large Language Models (LLMs) have significantly impacted evaluation methodologies in Information Retrieval (IR), reshaping the way relevance, quality, and user satisfaction are assessed. Initially demonstrating the potential for query-document relevance judgments, LLMs are now being applied to more complex tasks, including relevance label generation, assessment of retrieval-augmented generation systems, and evaluation of the quality of text-generation systems. As IR systems evolve toward more sophisticated and personalized user experiences, integrating search, recommendations, and conversational interfaces, new evaluation methodologies become necessary. Building upon the success of our previous workshops, this third iteration of the LLM4Eval workshop at SIGIR 2025 seeks submissions exploring new opportunities, limitations, and hybrid approaches involving LLM-based evaluations. Important Dates - Paper submission deadline: April 23, 2025 (AoE) - Notification of acceptance: May 21, 2025 (AoE) - Workshop date: July 17, 2025 Topics of interest We invite submissions on topics including, but not limited to: - LLMs for query-document relevance assessment - Evaluating conversational IR and recommendation systems with LLMs - Hybrid evaluation frameworks combining LLM and human annotations - Identifying failure modes and limitations of LLM annotations - Prompt engineering strategies for improving LLM annotation quality - Standardizing protocols for reliable LLM-based evaluations - Bias, fairness, and ethical considerations in LLM evaluations - LLM annotation robustness, reliability, and reproducibility - User-centric evaluations, personalization, and subjective assessments with LLMs - Case studies and lessons from industry applications of LLM-based evaluations Submission guidelines - Papers must follow SIGIR format and should not exceed 9 pages, excluding references. - We accept full papers (published or unpublished), position papers, and demo papers. - All papers will be peer-reviewed (double-blind) by the program committee and judged by their relevance to the workshop themes and potential to generate discussion. - Previously published studies can be submitted in their original format and will be reviewed solely for their relevance to this workshop. - All submissions must be in English (PDF format). - Submission through EasyChair: https://easychair.org/conferences/?conf=llm4evalsigir25. Publication options Authors can choose between archival and non-archival options for their submissions: - Archival: Papers will be included in the workshop proceedings. - Non-archival: Papers may be uploaded to arXiv.org, allowing submission elsewhere as they will be considered non-archival. The workshop’s website will maintain a link to the arXiv versions of the papers.

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RANLP 2025: Third Call for Papers and Extended Submission Deadline
by Ranasinghe, Tharindu 17 Mar '25

17 Mar '25

RANLP 2025 RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING Hotel “Cherno More” Varna, Bulgaria https://ranlp.org/ranlp2025/ Summer School on Deep Learning and LLMs for NLP: 3-5 September 2025 (Wednesday-Friday) Tutorials: 6-7 September 2025 (Saturday-Sunday) Main Conference: 8-10 September 2025 (Monday-Wednesday) Workshops and shared tasks: 11-13 September 2025 (Thursday-Saturday) We are pleased to announce that the 15th biennial RANLP conference will take place in September 2025 at the Black Sea city of Varna. In addition to the conference programme of competitively peer-reviewed papers reporting on the recent advances of a wide range of Natural Language Processing (NLP) topics, the conference features keynote talks by leading experts in NLP. Poster and demo sessions will be held at the conference exhibition area. The conference will be preceded by three days of summer school on Deep Learning and LLMs for NLP (3-5 September 2025) and two days of tutorials (6-7 September 2025). Post-conference specialised workshops as well as shared tasks covering timely NLP topics will be held on 11-13 September 2025. A Student Research Workshop will run in parallel to the main conference. The Student Research Workshops (now the 9th edition) have become active discussion fora for young researchers. As from RANLP 2009, the papers accepted at RANLP and the associated workshops are included in the ACL Anthology. The RANLP proceedings are indexed by SCOPUS and DBLP. The SCOPUS SJR of RANLP proceedings is 0,299 (2023). After 2017, all accepted papers have DOI numbers. CHAIR OF THE PROGRAMME COMMITTEE Ruslan Mitkov (University of Lancaster, UK and University of Alicante, Spain) CHAIR OF THE ORGANISING COMMITTEE Galia Angelova (Bulgarian Academy of Sciences, Bulgaria) The Programme Committee members are distinguished NLP experts from all over the world. The list of PC members will be announced on the conference website in due course. INVITED SPEAKERS The list of keynote speakers at RANLP 2025 and tutorial lecturers as well as summer school lecturers and teaching assistants includes (more names will be announced in the coming weeks): KEYNOTE SPEAKERS: * Eneko Agirre (University of the Basque Country, Spain) * Roberto Navigli (Sapienza University of Rome, Italy) * Anna Rogers (IT University of Copenhagen, Denmark) TUTORIAL LECTURERS: * Burcu Can (University of Sterling, UK) * Anna Rogers and Max Müller-Eberstein (IT University of Copenhagen, Denmark) SUMMER SCHOOL LECTURERS and TEACHING ASSISTANTS (in alphabetical order): * Maram Alharbi (University of Lancaster, UK) * Isuri Nanomi Arachchige (University of Lancaster, UK) * Burcu Can (University of Sterling, UK) * Salmane Chafik (Mohammed VI Polytechnic University, Morocco) * Ernesto Luis Estevanell (University of Alicante, Spain) * Hansi Hettiarachchi (University of Lancaster, UK) * Andrei Mikheev (Daxtra Technologies, UK) * Damith Dola Mullage (University of Lancaster, UK) * Max Müller-Eberstein (IT University of Copenhagen, Denmark) * Henry Oldroyd (University of Lancaster, UK) * Tharindu Ranasinghe (University of Lancaster, UK) WORKSHOPS and SHARED TASKS: The RANLP 2025 workshops and shared tasks will be held on 11-13 September 2025. The first workshops have already been selected (see below) and further proposals are expected by 31 March 2025. * The first Interdisciplinary Workshop on Observations of Misunderstood, Misguided and Malicious Use of Language Models (OMMM 2025), organised by Piotr Przybyła, Matthew Shardlow, Clara Colombatto and Nanna Inie * The first Workshop on Ethical Concerns in Training, Evaluating and Deploying Large Language Models (EthicalLLMs 2025), organised by Damith Premasiri, Tharindu Ranasinghe and Hansi Hettiarachchi. * Natural Language Processing and Language Models for Digital Humanities organised by Isuri Nanomi Arachchige, Francesca Frontini, Ruslan Mitkov and Paul Rayson * From rules to language models: comparative evaluation of NLP methods organised by Alicia Picazo-Izquierdo, Ernesto Luis Estevanell-Valladares, Ruslan Mitkov and Raúl García Cerdá * Advancing NLP for Low-Resource Languages organised by Ernesto Luis Estevanell-Valladares, Alicia Picazo-Izquierdo and Tharindu Ranasinghe The following SHARED TASKS have been accepted and Call for Participation has been distributed: * PolyHope-M: Bridging Hope Speech Detection Across Multiple Languages, organised by Fazlourrahman Balouchzahi, Sabur Butt, Maaz Amjad, Luis Jose Gonzalez-Gomez, Abdul Gafar Manuel Meque, Helena Gomez-Adorno, Bharathi Raja Chakravarthi, Grigori Sidorov, Thomas Mandl, Ruba Priyadharshini and Saranya Rajiakodi Task website - https://www.codabench.org/competitions/5635/ * Multilingual Coreference Resolution, organised by Vijay Sundar Ram, Pattabhi RK Rao and Sobha Lalitha Devi Task website - https://www.codabench.org/competitions/5759/ * Sentiment Analysis on Arabic Dialects in the Hospitality Domain: A Multi-Dialect Benchmark, organised by Maram I. Alharbi, Salmane Chafik, Ruslan Mitkov and Saad Ezzini Task website - https://ahasis-42267.web.app/ * Multi-Domain Detection of AI-Generated Text (M-DAIGT), organised by Salima Lamsiyah, Saad Ezzini, Abdelkader El Mahdaouy, Hamza Alami, Abdessamad Benlahbib, Samir El Amrany, Salmane Chafik and Hicham Hammouchi Task website - https://ezzini.github.io/M-DAIGT/ * Identification of the severity of the depression in forum posts, organised by Isuri Anuradha, Hasintha Hewawasam, Deshan Koshala Sumanathilaka, Ruslan Mitkov, Paul Rayson and Saad Ezzini Task website - https://www.codabench.org/competitions/5894/ SUBMISSION OF PAPERS, POSTERS, DEMOS The submissions will be maintained by the conference management software START. For further instructions, please follow the submission information at the conference website at https://ranlp.org/ranlp2025/. The reviewing process will be anonymous. Double submission is acceptable, but authors will be asked to declare it at the time of submission. Submissions will be reviewed by at least three members of the Programme Committee. Authors of accepted papers will receive guidelines regarding how to produce camera-ready versions of their papers for inclusion in the proceedings. All RANLP papers have DOI numbers assigned. The full conference proceedings will be uploaded on the ACL Anthology. RANLP publishes Regular papers 8 pages (with 30 min oral presentation), Short papers 6 pages (with 20 min oral presentation), and Poster/Demo papers 4 pages (with presentation in a poster or demo session). Additional pages are allowed for references only. RANLP-2025 aims to provide early notification of acceptance to authors and presenters who need visa to enter Bulgaria. We invite early submissions of authors’ names and paper abstracts, in order to plan quick reviewing. Access to the conference management software will be available as from 1 April 2025. IMPORTANT DATES Deadline for submission of workshop proposals: 15 March 2025 31 March 2025 Workshop selection: 22 March 2025 2 April 2025 Conference abstracts submission: 11 May 2025 (strongly recommended, to facilitate review planning) Conference papers submission: 25 May 2025 Conference papers acceptance notification: 4 July 2025 Camera-ready versions of the conference papers: 31 July 2025 Workshop paper submission deadline (suggested): 6 July 2025 Workshop paper acceptance notification (suggested): 31 July 2025 Workshop paper camera-ready versions (suggested): 30 August 2025 Workshop camera-ready proceedings ready (suggested): 8 September 2025 RANLP Summer School on Deep Learning in NLP: 3-5 September 2025 RANLP tutorials: 6-7 September 2025 (Saturday-Sunday) RANLP conference: 8-10 September 2025 (Monday-Wednesday) RANLP workshops and Shared Tasks presentations: 11-13 September 2025 (Thursday-Saturday) VENUE RANLP 2025 will be held at the conference facilities of Hotel “Cherno More” (http://www.chernomorebg.com<http://www.chernomorebg.com/> ) in Varna, the largest city on the Bulgarian Black Sea Coast. The event venue is centrally located at the entrance of the Sea Garden and offers excellent conference facilities. The city is a major tourist destination with flights to/from the Varna International Airport. It is also known for its Archaeological Museum, which features the oldest gold treasure in the world (https://en.wikipedia.org/wiki/Varna_Necropolis). The conference organisers plan to arrange a visit to Provadia-Solnitsata, the oldest salt-production and urban centre in Europe (5600 - 4350 BC, https://provadia-solnitsata.com/en/ ) which is located 50 km from Varna. THE TEAM BEHIND RANLP-25 Galia Angelova, Bulgarian Academy of Sciences, Bulgaria (Chair Organising Committee) Ruslan Mitkov, University of Lancaster, UK and University of Alicante, Spain (Chair Programme Committee) Nikolai Nikolov, Bulgarian Association for Computational Linguistics, Bulgaria Tharindu Ranasinghe, Lancaster University, UK (Workshops Chair and Shared tasks Co-Chair) Saad Ezzini, KFUPM, Saudi Arabia (Sponsorship Chair and Shared tasks Co-Chair) Maria Kunilovskaya, Saarland University, Germany (Publication Chair) Preslav Nakov, MBZUAI, Abu Dhabi, UAE Ivelina Nikolova, Bulgarian Academy of Sciences, Bulgaria Kiril Simov, Bulgarian Academy of Sciences, Bulgaria (Workshops Co-Chair) Petya Osenova, Bulgarian Academy of Sciences, Bulgaria (Workshops Co-Chair)

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Job Opening for Data Scientist (with a focus on natural language processing)
by Menno Van Zaanen 17 Mar '25

17 Mar '25

Job Opening for Data Scientist (with a focus on natural language processing) Application link: https://bit.ly/4iUSSAN Application deadline: 20 April 2025 As a Data Scientist at the South African Centre for Digital Language Resources (SADiLaR) you will have the opportunity to initiate and lead projects focusing on Human Language Technology and Digital Humanities stemming from your own research interests. You will work closely together with a team of researchers as part of SADiLaR’s extended network, both on your own and commissioned projects. Dissemination of project results at national and international conferences will be encouraged and supported. This position is crucial for research and development in Human Language Technology and Digital Humanities, fields that form the essence of SADiLaR, which is a national Research Infrastructure supported by the Department of Science and Innovation. Read more at https://www.sadilar.org. KEY RESPONSIBILITIES: * Research: Research in the area of Human Language Technology and Digital Humanities. * Project work: Initiating and contributing to Human Language Technology and Digital Humanities projects. * Teaching: Teaching in the area of Human Language Technology and Digital Humanities. * Mentorship: Mentorship of researchers in the field of Human Language Technology and Digital Humanities. Minimum requirements * A PhD (NQF level 10) in one of the following fields: Computational Linguistics, Natural Language Processing, Human Language Technology, Digital Humanities, Data Science, Computer Science, Information Technology, Artificial Intelligence, or related fields. The PhD should have a focus on computational aspects of linguistics. * A minimum of (five) 5 years’ experience in the use of Python (other programming languages used within the computational linguistics or Digital Humanities domain can also be considered). * Evidence of peer-reviewed academic publications. * A minimum of (three) 3 years’ experience as a supervisor/co- supervisor of students or playing a mentorship/supervising role for individuals. * A minimum of (three) 3 years’ experience with using and/or developing computational tools. * A minimum of (three) 3 years experience related to research within the domain of Language Technology or Digital Humanities. * A minimum of (one) 1 year experience related to teaching or training within the domain of Language Technology or Digital Humanities. ADDED ADVANTAGE * Membership with Academic subject communities. Functional / Technical Competencies (Knowledge and Skills) * Advanced computer literacy. * Ability to lead research projects. * Experience in the presentation of research-based results at national and international conferences. * Experience with writing research reports. * Evidence of acquiring research funding. KEY BEHAVIOURAL COMPETENCIES: * Ability to work independently or as part of a team. * Ability to effectively liaise and communicate with public, students, colleagues, and other stakeholders at various levels and from diverse backgrounds. * Demonstration of language proficiency in order to function optimally in the various multilingual environments of SADiLaR. * Strong interest in the advancement of under-resourced South African languages. REMUNERATION The annual total remuneration package will be commensurate with the level of appointment as advertised and in line with the NWU policy guidelines. ENQUIRIES REGARDING JOB CONTENT MAY BE DIRECTED TO: Prof. Menno van Zaanen, E-mail: Menno.VanZaanen(a)nwu.ac.za ENQUIRIES REGARDING RECRUITMENT PROCESS MAY BE DIRECTED TO: Mr. Byron Louw, Tel No. 018 285 2304 CLOSING DATE: 20 April 2025 PLANNED COMMENCEMENT OF DUTIES: As soon as possible Kindly take note: applications must be submitted online through the official nwu vacancy website. Incomplete applications and those submitted through any other platform will not be considered. Application link: https://bit.ly/4iUSSAN -- Prof Menno van Zaanen menno.vanzaanen(a)nwu.ac.za Professor in Digital Humanities South African Centre for Digital Language Resources https://www.sadilar.org ________________________________ NWU PRIVACY STATEMENT: http://www.nwu.ac.za/it/gov-man/disclaimer.html DISCLAIMER: This e-mail message and attachments thereto are intended solely for the recipient(s) and may contain confidential and privileged information. Any unauthorised review, use, disclosure, or distribution is prohibited. If you have received the e-mail by mistake, please contact the sender or reply e-mail and delete the e-mail and its attachments (where appropriate) from your system. ________________________________

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Call for Participation - RANLP 2025 Shared Tasks
by Ranasinghe, Tharindu 14 Mar '25

14 Mar '25

We invite researchers to participate in RANLP 2025 shared tasks. RANLP is one of the most influential and competitive NLP conferences. RANLP 2025 will take place in September 2025 at the Black Sea city of Varna. For the first time in RANLP history, we are organising a shared task campaign as part of the main conference. Researchers and practitioners from all areas of natural language processing and related communities are invited to participate. The following tasks have been accepted for RANLP 2025. 1. PolyHope-M: Bridging Hope Speech Detection Across Multiple Languages Organisers - Fazlourrahman Balouchzahi, Sabur Butt, Maaz Amjad, Luis Jose Gonzalez-Gomez, Abdul Gafar Manuel Meque, Helena Gomez-Adorno, Bharathi Raja Chakravarthi, Grigori Sidorov, Thomas Mandl, Ruba Priyadharshini and Saranya Rajiakodi Task website - https://www.codabench.org/competitions/5635/ 1. Multilingual Coreference Resolution Organisers - Vijay Sundar Ram, Pattabhi RK Rao and Sobha Lalitha Devi Task website - https://www.codabench.org/competitions/5759/ 1. Multi-Domain Detection of AI-Generated Text (M-DAIGT) Organisers - Salima Lamsiyah, Saad Ezzini, Abdelkader El Mahdaouy, Hamza Alami, Abdessamad Benlahbib, Samir El amrany, Salmane Chafik and Hicham Hammouchi Task website - https://ezzini.github.io/M-DAIGT/ 1. Identification of the severity of the depression in forum post Organisers - Isuri Anuradha, Hasintha Hewawasam, Deshan Koshala Sumanathilaka, Ruslan Mitkov, Paul Rayson and Saad Ezzini Task website - https://www.codabench.org/competitions/5894/ 1. Sentiment Analysis on Arabic Dialects in the Hospitality Domain: A Multi-Dialect Benchmark Organisers - Maram I. Alharbi, Salmane Chafik, Ruslan Mitkov, Tharindu Ranasinghe, Hansi Hettiarachchi and Saad Ezzini Task website - https://ahasis-42267.web.app/ For inquiries regarding the individual shared tasks, please contact the corresponding task organisers. Shared Task Proceedings At least one member from each team needs to register and attend the RANLP 2025 shared task (which will take place on 11, 12 or 13 September 2025) and present their work in order to include it in the proceedings. More information about the RANLP main conference and its co-located events are available at https://ranlp.org/ranlp2025/ Shared Task Chairs Dr Tharindu Ranasinghe, Lancaster University, UK Dr Saad Ezzini, King Fahd University of Petroleum and Minerals, Saudi Arabia RANLP 2024 Chairs Programme Committee Chair: Prof Dr Ruslan Mitkov, Lancaster University, UK Organising Committee Chair: Prof Dr Galia Angelova, Bulgarian Academy of Sciences, Bulgaria Dr Tharindu Ranasinghe Lancaster University

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Fwd: 1st Call For Participation: Automatic Minuting Shared Task - AutoMin @ SIGDIAL 2025
by Laurent Besacier 14 Mar '25

14 Mar '25

> Third Run of the Automatic Minuting Shared Task - AutoMin @ SIGDIAL 2025 > A great opportunity to assess LLMs' ability to summarize and retrieve information from long contexts > We propose AutoMin 2025, the third instance of bi-annual shared task on meeting summarization into structured meeting minutes. We build upon our past experience from two previous AutoMins and add a new challenge to facilitate personalized access: answering questions about meeting content. > As in the previous editions, the tasks are run in English and Czech while the new question-answering task will be run monolingually (English-only) and cross-lingually (Czech questions about English meetings). > This challenge is highly relevant for assessing LLMs' ability to summarize and retrieve information from long contexts, equivalent to the length of an hour-long meeting. > A dedicated workshop is scheduled for August 28th, 2025, as part of SIGDIAL 2025: https://2025.sigdial.org <https://2025.sigdial.org/>. > > Challenge Website > https://ufal.github.io/automin-2025/ > > Tasks > We propose two main tasks. > Task A (minuting): The task consists of automatically creating minutes from multiparty meeting transcripts. The generated minute would be evaluated both via automatic and manual metrics. > Task B (question answering): The task consists in answering questions based on meeting transcripts. For this challenge, participants will be tasked with answering these questions either monolingually (English questions on English transcripts) or cross-lingually (Czech questions on English transcripts). Answers will be evaluated using a LLM-as-a-judge metric. > > > Participant registration > All participants should register using the following link <https://docs.google.com/forms/d/e/1FAIpQLSeMTa2DkXtZCMbBpTo5c853nOr3yq2N1dX…> > > Important Dates > Registration and CfP > From March 1st, 2025 > Training and Dev Data Available > March 1st, 2025 > Test Data Available > April 15th, 2025 > System Run and Output Submission > April 29th, 2025 > System Paper Submission > May 5th, 2025 > Result Announcement > May 22d, 2025 > Acceptance Notification of System Papers > June 2025 (TBA) > Camera Ready for System Papers > TBA > Event Date > August 28th, 2025 > > Publication > All teams will be required to submit a brief technical report describing their method. Details will be given on the challenge website soon. > > Organizers > Laurent Besacier, Naver Labs Europe, France > Ondřej Bojar, UFAL, Charles University, Czech Republic > Tirthankar Ghosal, Oak Ridge National Laboratory, USA > Marie Hledıkova, UFAL, Charles University, Czech Republic > Thibaut Thonet, Naver Labs Europe, France > > Contact > The organizers can be contacted via the following email address: automin(a)ufal.mff.cuni.cz > >

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Re: SpeD 2025
by Laurent Besacier 13 Mar '25

13 Mar '25

bonjour Corneliu oui ça va bien j espère que toi aussi ! merci pour la sollictiation, j accepte avec plaisir ! et relire 2 articles est aussi ok pour moi ! amicalement et bon succès dans l’organisation de cet évènement Laurent > Le 11 mars 2025 à 16:56, Corneliu BURILEANU <corneliu.burileanu(a)yahoo.com> a écrit : > > Cher Laurent, > > J'espère que tu vas bien, ça faisait longtemps qu'on ne s'était pas vu... > > Nous continuons notre conférence SpeD. Cette année, ce sera du 19 au 22 octobre à Cluj-Napoca (pub.sped.ro) > > Nous serions très heureux si vous acceptiez de continuer à faire partie du Comité Scientifique de la Conférence ! > > Si vous êtes d’accord, nous pourrons également vous demander de procéder à 2 ou 3 évaluations des articles soumis à la Conférence. > > Bien sûr, je serais très heureux de vous voir à cette occasion, mais nous en parlerons d'ici là. > > Avec beaucoup d'amitié, > Corneliu >

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Call for participation in "Machine Translation Metrics for Indigenous languages" shared task, AmericasNLP 2025
by ali.marashian＠colorado.edu 25 Feb '25

25 Feb '25

The AmericasNLP 2025 Shared Task on machine translation metrics for Indigenous languages is a competition intended to motivate the advancement of automatic evaluation metrics for machine translation, with a focus on translation into Indigenous languages. Participants will build metrics to evaluate the quality of translations from Spanish into Guarani, Bribri, and Nahuatl. Many Indigenous languages of the Americas have linguistic characteristics that are uncommon in the languages typically studied in natural language processing (NLP). For example, Indigenous languages can often be polysynthetic, and they frequently lack orthographic standardization, both of which pose challenges for, e.g., the widely used BLEU and ChrF scores. The goal of the AmericasNLP 2025 shared task on machine translation metrics for Indigenous languages is to encourage researchers to tackle the challenge of creating automatic evaluation metrics for MT systems with a focus on Indigenous languages. Shared task description: https://turing.iimas.unam.mx/americasnlp/2025_st_3.html Registration: https://docs.google.com/forms/d/e/1FAIpQLSfmV9gyab03pGGzzDJ9DohOf9AkDaZf_94… AmericasNLP will be held in NAACL 2025, Albuquerque, New Mexico. The workshop date is May 4, 2025. Thanks, Ali, on behalf of the AmericasNLP team

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Third Call for Papers, Participation and Demo - IWSLT 2025
by Atul K. Ojha 17 Feb '25

17 Feb '25

Apologies for cross-posting. ---------------------------------------- *The International Conference on Spoken Language Translation* *ACL – 22nd IWSLT 2025 – **Third** Call for Participation* *31 July-1 August 2025 - Vienna, Austria* http://iwslt.org The International Conference on Spoken Language Translation (IWSLT) <https://iwslt.org/> is the premier annual conference for all aspects of Spoken Language Translation. Every year, the conference organises and sponsors open evaluation campaigns around key challenges in simultaneous and consecutive translation, under real-time/low latency or offline conditions and under low-resource or multilingual constraints. System descriptions and results from participants’ systems and scientific papers related to key algorithmic advances and best practices are presented. IWSLT is the venue of the SIGSLTs <https://iwslt.org/sigslt/>, the Special Interest Group on Spoken Language Translation <https://iwslt.org/sigslt/> of ACL <https://www.aclweb.org/portal/>, ISCA <https://www.isca-speech.org/> and ELRA <https://www.elra.info/>. With a track record of 21 years, IWSLT benchmarks and proceedings serve as reference for all researchers and practitioners working on speech translation and related fields. The 22nd edition of IWSLT will be run as a hybrid ELRA <https://www.elra.info/>/ACL <https://www.aclweb.org/portal/> event, co-located with ACL 2025 <https://2025.aclweb.org/> from 31 July to 1 August 2025. *Important Dates* *January 1, 2025*: Release of shared task training and dev data *March 15, 2025*: Scientific paper submission deadline *Apr 1-15, 2025*: Evaluation period *April 21, 2025*: System description paper and demo submission deadline *May 15, 2025*: Notification of acceptance *June 1, 2025*: Camera-ready deadline (all paper) *July 31-Aug 1*, *2025*: IWSLT conference *Evaluation* The IWSLT 2025 features shared tasks <https://iwslt.org/2025/#shared-tasks> that address the following focus areas: - High-resource ST: Offline track, Simultaneous track, Subtitling track, Model compression track - Low-resource ST: Low-resource and Indic (multilingual) tracks - Instruction-following Speech Processing track: Technical domain ST, ASR, Summarization, and QA Training and development data for each shared task will be prepared and released by the respective organisers (for further information on this initiative, please refer to the IWSLT website <https://iwslt.org/2025/>). Participants will receive instructions about how to submit their runs. In addition, participants have the opportunity to present their work through a system paper that will be published in the ACL Proceedings. *Conference* IWSLT also invites submissions of scientific papers to be published in the ACL Proceedings and presented either in oral or poster format. The conference selects high-quality, original contributions on theoretical and practical issues of spoken language translation research, technologies and applications. Submissions will be accepted directly through the IWSLT submission site (to be announced on the website <https://iwslt.org/2025/>). We will also accept commitments of submissions with reviews from the ACL Rolling Review. Additionally, to foster cross-pollination of ideas, the conference also invites the presentation of papers on speech translation recently published elsewhere. Please note that this is for non-archival presentation of papers relevant to speech translation already published in other venues (e.g., Findings for the *ACL, speech, NLP or MT conferences). Submissions for this category will be accepted through a dedicated form (to be announced on the website <https://iwslt.org/2025/>). Papers will be checked for relevance to IWSLT, and assigned either oral or poster presentation slots if selected. *Demo Session* We invite researchers, practitioners, and industry professionals to participate in an engaging demo session highlighting innovative systems, tools, and component technologies that advance the field of speech translation. The session will include live and interactive system demonstrations to foster discussion and knowledge exchange among participants across the field. For more information, please see our Call for Demos <https://iwslt.org/2025/call-for-demos>. *Contact* Please email iwslt-evaluation-campaign(a)googlegroups.com if you have any questions related to the shared tasks. Thanks, Marine, Marcello, Alex, Jan, Sebastian, Elizabeth, Atul (IWSLT organisers)

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Third and Final CFP: 21st Workshop on Multiword Expressions (MWE 2025) @NAACL2025
by Atul K. Ojha 29 Jan '25

29 Jan '25

Apologies for cross-postings ******************************************************************************** Final Call for Papers 21st Workshop on Multiword Expressions (MWE 2025) Organized, sponsored and endorsed by SIGLEX, the Special Interest Group on the Lexicon of the ACL Full-day workshop collocated with NAACL 2025, Albuquerque, New Mexico, U.S.A., May 3 or 4, 2025 Hybrid (on-site & on-line) Submission deadline:* February 13, 2025* MWE 2025 website: <https://multiword.org/mwe2022/> https://multiword.org/mwe2025/ ******************************************************************************** Multiword expressions (MWEs), i.e., word combinations that exhibit lexical, syntactic, semantic, pragmatic, and/or statistical idiosyncrasies (Baldwin and Kim, 2010), such as “by and large”, “hot dog”, “make a decision” and “break one's leg” are still a pain in the neck for Natural Language Processing (NLP). The notion encompasses closely related phenomena: idioms, compounds, light-verb constructions, phrasal verbs, rhetorical figures, collocations, institutionalized phrases, etc. Given their irregular nature, MWEs often pose complex problems in linguistic modeling (e.g. annotation), NLP tasks (e.g. parsing), and end-user applications (e.g. natural language understanding and Machine Translation), hence still representing an open issue for computational linguistics (Constant et al., 2017). For more than two decades, modelling and processing MWEs for NLP has been the topic of the MWE workshop organised by the MWE section <https://multiword.org/> of ACL-SIGLEX <http://www.siglex.org/> in conjunction with major NLP conferences since 2003. Impressive progress has been made in the field, but our understanding of MWEs still requires much research considering their need and usefulness in NLP applications. This is also relevant to domain-specific NLP pipelines that need to tackle terminologies most often realised as MWEs. Following previous years, for this 21st edition of the workshop, we identified the following topics on which contributions are particularly encouraged: - MWE processing to enhance end-user applications. MWEs gained particular attention in end-user applications, including Machine Translation (MT) (Zaninello and Birch, 2020), simplification (Kochmar et al., 2020), language learning and assessment (Paquot et al., 2020), social media mining (Pelosi et al., 2017), and abusive language detection (Zampieri et al. 2020). We believe that it is crucial to extend and deepen these first attempts to integrate and evaluate MWE technology in these and further end-user applications. - MWE processing and identification in the general language, as well as in specialized languages and domains: Multiword terminology extraction from domain-specific corpora (Lossio-Ventura et al, 2014) is of particular importance to various applications, such as MT (Semmar and Laib, 2017), or for the identification and monitoring of neologisms and technical jargon (Chatzitheodorou and Kappatos, 2021). - MWE processing in low-resource languages: The PARSEME shared tasks (2017 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_05_MWE_2…>, 2018 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_04_LAW-M…>, 2020 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_02_MWE-L…>) among others, have fostered significant progress in MWE identification, providing datasets that include low-resource languages, evaluation measures, and tools that now allow fully integrating MWE identification into end-user applications. There are continuous efforts in this direction (Diaz Hernandez, 2024) and a few of them have also explored methods for the automatic interpretation of MWEs (Bhatia et al., 2018), and their processing in low-resource languages (Eder et al., 2021). Resource creation and sharing should be pursued in parallel with the development of multilingual benchmarks for MWE identification (Savary et al., 2023). - MWE identification and interpretation in LLMs: Most current MWE processing is limited to their identification and detection using pre-trained language models, but we still lack understanding about how MWEs are represented and dealt with therein (Garcia et al., 2021), how to better model the compositionality of MWEs from semantics (Phelps et al., 2024). Now that NLP has shifted towards end-to-end neural models like BERT, capable of solving complex tasks with little or no intermediary linguistic symbols, questions arise about the extent to which MWEs should be implicitly or explicitly modelled (Shwartz and Dagan, 2019). - New and enhanced representation of MWEs in language resources and computational models of compositionality as gold standards for formative intrinsic evaluation. Through this workshop, we will bring together and encourage researchers in various NLP subfields to submit their MWE-related research, We also intend to consolidate the converging results of previous joint workshops LAW-MWE-CxG 2018 <http://multiword.sourceforge.net/lawmwecxg2018/>, MWE-WN 2019 <http://multiword.sourceforge.net/mwewn2019/> and MWE-LEX 2020 <http://multiword.sourceforge.net/mwelex2020/>, the joint MWE-WOAH panel in 2021 <https://multiword.org/mwe2021/#program>, the MWE-SIGUL 2022 joint session <https://multiword.org/mwe2022/>, and the MWE-UD 2024 <https://multiword.org/mweud2024/>, extending our scope to MWEs in e-lexicons, and WordNets, MWE annotation, as well as grammatical constructions. Correspondingly, we call for papers on research related (but not limited) to MWEs and constructions in: - Computationally-applicable theoretical work in psycholinguistics and corpus linguistics; - Annotation (expert, crowdsourcing, automatic) and representation in resources such as corpora, treebanks, e-lexicons, WordNets, constructions (also for low-resource languages); - Processing in syntactic and semantic frameworks (e.g. CCG, CxG, HPSG, LFG, TAG, UD, etc.); - Discovery and identification methods, including for specialized languages and domains such as clinical or biomedical NLP; - Interpretation of MWEs and understanding of text containing them; - Language acquisition, language learning, and non-standard language (e.g. tweets, speech); - Evaluation of annotation and processing techniques; - Retrospective comparative analyses from the PARSEME shared tasks; - Processing for end-user applications (e.g. MT, NLU, summarisation, language learning, etc.); - Implicit and explicit representation in pre-trained language models and end-user applications; - Evaluation and probing of pre-trained language models; - Resources and tools (e.g. lexicons, identifiers) and their integration into end-user applications; - Multiword terminology extraction; - Adaptation and transfer of annotations and related resources to new languages and domains including low-resource ones. Submission formats: The workshop invites two types of submissions: - archival submissions that present substantially original research in both long paper format (8 pages + references) and short paper format (4 pages + references). - non-archival submissions of abstracts describing relevant research presented/published elsewhere which will not be included in the MWE proceedings. Paper submission and templates Papers should be submitted via the workshop's submission page <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE> ( https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE). Please choose the appropriate submission format (archival/non-archival). Archival papers with existing reviews will also be accepted through the ACL Rolling Review. Submissions must follow the ACL stylesheet <https://github.com/acl-org/acl-style-files>. Important Dates Paper Submission Deadline: February 13, 2025 Notification of acceptance: March 8, 2025 Camera-ready papers due: March 17, 2025 Workshop: May 3 or 4, 2025 All deadlines are at 23:59 UTC-12 (Anywhere on Earth). Organizing Committee Verginica Barbu Mititelu, Voula Giouli, Grazina Korvel, A. Seza Doğruöz, Alexandre Rademaker, Atul Kr. Ojha, Mathieu Constant Anti-harassment policy The workshop follows the ACL anti-harassment policy <https://www.aclweb.org/adminwiki/index.php?title=Anti-Harassment_Policy>. Contact For any inquiries regarding the workshop, please send an email to the Organizing Committee at mwe2025workshop(a)gmail.com.

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Third and final CFP: LoResMT 2025 at NAACL 2025
by Atul K. Ojha 29 Jan '25

29 Jan '25

Apologies for cross-posting. --------------------------------------------------------------------------- *The Eighth Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2025)* *https://www.loresmt.org/ <https://www.loresmt.org/>* *@ NAACL 2025 (May 3–4, 2025)* *Albuquerque, New Mexico, U.S.A.* *SUBMISSION* * <https://openreview.net/group?id=aclweb.org/ACL/2024/Workshop/LoResMT>https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT>* *TIMELINE* *Paper submission due:* *February 13, 2025* (Anywhere on Earth) *Pre-reviewed (ARR) submission deadline:* *February 27, 2025* *Notification of acceptance:* March 8, 2025 *Camera-ready papers due:* March 17, 2025 (Anywhere on Earth) *Pre-recorded video due (hard deadline):* April 8, 2025 *Workshop dates at NAACL 2025:* May 3–4, 2025 *SCOPE* Based on the success of past low-resource machine translation (MT) workshops at AMTA 2018, MT Summit 2019, AACL-IJCNLP 2020, AMTA 2021, COLING 2022, EACL 2023, ACL 2024, we introduce LoResMT 2025 workshop at NAACL 2025. The workshop provides a discussion panel for researchers working on MT systems/methods for low-resource and under-represented languages in general. We would like to help review/overview the state of MT for low-resource languages and define the most important directions. We also solicit papers dedicated to supplementary NLP tools that are used in any language and especially in low-resource languages. Overview papers of these NLP tools are very welcome. It will be beneficial if the evaluations of these tools in research papers include their impact on the quality of MT output. *TOPICS* We are highly interested in (1) original research papers, (2) review/opinion papers, and (3) online systems on the topics below; however, we welcome all novel ideas that cover research on low-resource languages. - Neural machine translation (NMT) for low-resource languages - Use of LLMs (large language models) for low-resource MT systems - COVID-related corpora, their translations and corresponding NLP/MT systems - Work that presents online systems for practical use by native speakers - Word tokenizers/de-tokenizers for specific languages - Word/morpheme segmenters for specific languages - Alignment/Re-ordering tools for specific language pairs - Use of morphology analyzers and/or morpheme segmenters in MT - Multilingual/cross-lingual NLP tools for MT - Corpora creation and curation technologies for low-resource languages - Review of available parallel corpora for low-resource languages - Research and review papers on MT methods for low-resource languages - MT systems/methods (e.g. rule-based, SMT, NMT) for low-resource languages - Pivot MT for low-resource languages - Zero-shot MT for low-resource languages - Fast building of MT systems for low-resource languages - Re-usability of existing MT systems for low-resource languages - Machine translation for language preservation *SUBMISSION INFORMATION* We are soliciting two types of submissions: (1) research, review, and position papers and (2) system demonstration papers. For research, review and position papers, the length of each paper should be at least four (4) and not exceed eight (8) pages, plus unlimited pages for references. For system demonstration papers, the limit is four (4) pages. Submissions should be formatted according to the official ACL style templates (Overleaf). Please refer to the NAACL submission guideline for further information <https://2025.naacl.org/calls/papers/#paper-submission-details>. Accepted papers will be published at ACL Anthology in the NAACL 2025 and will be presented at the conference. Submissions must be anonymized and should be done using the provided submission system. Scientific papers that have been or will be submitted to other venues must be declared as such and must be withdrawn from the other venues if accepted and published at LoResMT. The review will be double-blind. Authors of an accepted paper should present their paper in person at NAACL 2025. Papers should be submitted in PDF to the LoResMT Open Review <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/LoResMT>. We would like to encourage authors to cite papers written in ANY language that are related to the topics, as long as both original bibliographic items and their corresponding English translations are provided. Registration is handled by the main conference (https://2025.naacl.org/). *ORGANIZING COMMITTEE (LISTED ALPHABETICALLY)* Atul Kr. Ojha, University of Galway Chao-Hong Liu, Potamu Research Ltd Ekaterina Vylomova, University of Melbourne, Australia Jonathan Washington, Swarthmore College Nathaniel Oco, National University (Philippines) Flammie Pirinen, UiT The Arctic University of Norway, Tromsø Xiaobing Zhao, Minzu University of China *PROGRAM COMMITTEE (LISTED ALPHABETICALLY)* Abigail Walsh, ADAPT Centre, Dublin City University, Ireland Alberto Poncelas, Rakuten, Singapore Ali Hatami, University of Galway Alina Karakanta, Fondazione Bruno Kessler (FBK), University of Trento Anna Currey, AWS AI Labs Aswarth Abhilash Dara, Walmart Global Technology Atul Kr. Ojha, University of Galway & Panlingua Language Processing LLP Bogdan Babych, Heidelberg University Chao-hong Liu, Potamu Research Ltd Constantine Lignos, Brandeis University, USA Daan van Esch, Google Dana Moukheiber, Massachusetts Institute of Technology Ekaterina Vylomova, University of Melbourne, Australia Eleni Metheniti, CLLE-CNRS and IRIT-CNRS Flammie Pirinen, UiT Norgga árktalaš universitehta Gaurav Negi, University of Galway Jinliang Lu, Institute of automation, Chinese Academy of Sciences John Philip McCrae, University of Galway Jonathan Washington, Swarthmore College Koel Dutta Chowdhury, Saarland University Majid Latifi, UPC University Maria Art Antonette Clariño, University of the Philippines Los Baños Milind Agarwal, George Mason University Mathias Müller, University of Zurich Nathaniel Oco, De La Salle University Pavel Rychlý, Masaryk University and Lexical Computing Pengwei Li, Meta Rashid Ahmad, International Institute of Information Technology, Hyderabad Rico Sennrich, University of Zurich Santanu Pal, Wipro Sangjee Dondrub, Qinghai Normal University Sardana Ivanova, University of Helsinki Sourabrata Mukherjee, Charles University Thepchai Supnithi, National Electronics and Computer Technology Center Timothee Mickus, University of Helsinki Valentin Malykh, Huawei Noah’s Ark lab and Kazan Federal University Wen Lai, LMU Munich Xuebo Liu, Harbin Institute of Technolgy, Shenzhen Yalemisew Abgaz, Dublin City University Yasmin Moslem, Bering Lab Zhanibek Kozhirbayev, National Laboratory Astana, Nazarbayev University *CONTACT* Please email loresmt(a)googlegroups.com if you have any questions/comments/suggestions.

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Second CFP: 21st Workshop on Multiword Expressions (MWE 2025) @NAACL2025
by Atul K. Ojha 22 Jan '25

22 Jan '25

Apologies for cross-postings] ******************************************************************************** Second Call for Papers 21st Workshop on Multiword Expressions (MWE 2025) Organized, sponsored and endorsed by SIGLEX, the Special Interest Group on the Lexicon of the ACL Full-day workshop collocated with NAACL 2025, Albuquerque, New Mexico, U.S.A., May 3 or 4, 2025 Hybrid (on-site & on-line) Submission deadline: January 30, 2025 MWE 2025 website: <https://multiword.org/mwe2022/> https://multiword.org/mwe2025/ ******************************************************************************** Multiword expressions (MWEs), i.e., word combinations that exhibit lexical, syntactic, semantic, pragmatic, and/or statistical idiosyncrasies (Baldwin and Kim, 2010), such as “by and large”, “hot dog”, “make a decision” and “break one's leg” are still a pain in the neck for Natural Language Processing (NLP). The notion encompasses closely related phenomena: idioms, compounds, light-verb constructions, phrasal verbs, rhetorical figures, collocations, institutionalized phrases, etc. Given their irregular nature, MWEs often pose complex problems in linguistic modeling (e.g. annotation), NLP tasks (e.g. parsing), and end-user applications (e.g. natural language understanding and Machine Translation), hence still representing an open issue for computational linguistics (Constant et al., 2017). For more than two decades, modelling and processing MWEs for NLP has been the topic of the MWE workshop organised by the MWE section <https://multiword.org/> of ACL-SIGLEX <http://www.siglex.org/> in conjunction with major NLP conferences since 2003. Impressive progress has been made in the field, but our understanding of MWEs still requires much research considering their need and usefulness in NLP applications. This is also relevant to domain-specific NLP pipelines that need to tackle terminologies most often realised as MWEs. Following previous years, for this 21st edition of the workshop, we identified the following topics on which contributions are particularly encouraged: - MWE processing to enhance end-user applications. MWEs gained particular attention in end-user applications, including Machine Translation (MT) (Zaninello and Birch, 2020), simplification (Kochmar et al., 2020), language learning and assessment (Paquot et al., 2020), social media mining (Pelosi et al., 2017), and abusive language detection (Zampieri et al. 2020). We believe that it is crucial to extend and deepen these first attempts to integrate and evaluate MWE technology in these and further end-user applications. - MWE processing and identification in the general language, as well as in specialized languages and domains: Multiword terminology extraction from domain-specific corpora (Lossio-Ventura et al, 2014) is of particular importance to various applications, such as MT (Semmar and Laib, 2017), or for the identification and monitoring of neologisms and technical jargon (Chatzitheodorou and Kappatos, 2021). - MWE processing in low-resource languages: The PARSEME shared tasks (2017 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_05_MWE_2…>, 2018 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_04_LAW-M…>, 2020 <https://multiword.sourceforge.net/PHITE.php?sitesig=CONF&page=CONF_02_MWE-L…>) among others, have fostered significant progress in MWE identification, providing datasets that include low-resource languages, evaluation measures, and tools that now allow fully integrating MWE identification into end-user applications. There are continuous efforts in this direction (Diaz Hernandez, 2024) and a few of them have also explored methods for the automatic interpretation of MWEs (Bhatia et al., 2018), and their processing in low-resource languages (Eder et al., 2021). Resource creation and sharing should be pursued in parallel with the development of multilingual benchmarks for MWE identification (Savary et al., 2023). - MWE identification and interpretation in LLMs: Most current MWE processing is limited to their identification and detection using pre-trained language models, but we still lack understanding about how MWEs are represented and dealt with therein (Garcia et al., 2021), how to better model the compositionality of MWEs from semantics (Phelps et al., 2024). Now that NLP has shifted towards end-to-end neural models like BERT, capable of solving complex tasks with little or no intermediary linguistic symbols, questions arise about the extent to which MWEs should be implicitly or explicitly modelled (Shwartz and Dagan, 2019). - New and enhanced representation of MWEs in language resources and computational models of compositionality as gold standards for formative intrinsic evaluation. Through this workshop, we will bring together and encourage researchers in various NLP subfields to submit their MWE-related research, We also intend to consolidate the converging results of previous joint workshops LAW-MWE-CxG 2018 <http://multiword.sourceforge.net/lawmwecxg2018/>, MWE-WN 2019 <http://multiword.sourceforge.net/mwewn2019/> and MWE-LEX 2020 <http://multiword.sourceforge.net/mwelex2020/>, the joint MWE-WOAH panel in 2021 <https://multiword.org/mwe2021/#program>, the MWE-SIGUL 2022 joint session <https://multiword.org/mwe2022/>, and the MWE-UD 2024 <https://multiword.org/mweud2024/>, extending our scope to MWEs in e-lexicons, and WordNets, MWE annotation, as well as grammatical constructions. Correspondingly, we call for papers on research related (but not limited) to MWEs and constructions in: - Computationally-applicable theoretical work in psycholinguistics and corpus linguistics; - Annotation (expert, crowdsourcing, automatic) and representation in resources such as corpora, treebanks, e-lexicons, WordNets, constructions (also for low-resource languages); - Processing in syntactic and semantic frameworks (e.g. CCG, CxG, HPSG, LFG, TAG, UD, etc.); - Discovery and identification methods, including for specialized languages and domains such as clinical or biomedical NLP; - Interpretation of MWEs and understanding of text containing them; - Language acquisition, language learning, and non-standard language (e.g. tweets, speech); - Evaluation of annotation and processing techniques; - Retrospective comparative analyses from the PARSEME shared tasks; - Processing for end-user applications (e.g. MT, NLU, summarisation, language learning, etc.); - Implicit and explicit representation in pre-trained language models and end-user applications; - Evaluation and probing of pre-trained language models; - Resources and tools (e.g. lexicons, identifiers) and their integration into end-user applications; - Multiword terminology extraction; - Adaptation and transfer of annotations and related resources to new languages and domains including low-resource ones. Submission formats: The workshop invites two types of submissions: - archival submissions that present substantially original research in both long paper format (8 pages + references) and short paper format (4 pages + references). - non-archival submissions of abstracts describing relevant research presented/published elsewhere which will not be included in the MWE proceedings. Paper submission and templates Papers should be submitted via the workshop's submission page <https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE> ( https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/MWE). Please choose the appropriate submission format (archival/non-archival). Archival papers with existing reviews will also be accepted through the ACL Rolling Review. Submissions must follow the ACL stylesheet <https://github.com/acl-org/acl-style-files>. Important Dates Paper Submission Deadline: January 30, 2025 Notification of acceptance: March 1, 2025 Camera-ready papers due: March 10, 2025 Workshop: May 3 or 4, 2025 All deadlines are at 23:59 UTC-12 (Anywhere on Earth). Organizing Committee Verginica Barbu Mititelu, Voula Giouli, Grazina Korvel, A. Seza Doğruöz, Alexandre Rademaker, Atul Kr. Ojha, Mathieu Constant Anti-harassment policy The workshop follows the ACL anti-harassment policy <https://www.aclweb.org/adminwiki/index.php?title=Anti-Harassment_Policy>. Contact For any inquiries regarding the workshop, please send an email to the Organizing Committee at mwe2025workshop(a)gmail.com.

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Several PhD positions in computational linguistics and other language subjects, Uppsala Unviersity
by Sara Stymne 22 Jan '25

22 Jan '25

We offer several fully funded four-year PhD positions at the Language Faculty at Uppsala University. One position is in Computational Linguistics, with a specialization in Nordic Languages. This position requires knowledge of a Scandinavian language and will be carried out as part of the research project "Language change and non-fictional texts – a large-scale investigation of Late Modern Swedish (1800–1950)”, led by Sara Stymne and David Håkansson One PhD position in computational linguistics with a specialization in Scandinavian languages at the Department of Linguistics and Philology, UFV-PA 2024/4415<https://uu.varbi.com/en/what:job/jobID:781989/> Several positions are focused on projects related to linguistic diversity and are open to students in Computational Linguistics, Linguistics, as well as other language subjects. Five PhD positions on the theme of linguistic diversity at the Department of Linguistics and Philology, UFV-PA 2024/4412<https://uu.varbi.com/en/what:job/jobID:781937/> One PhD position on the theme of linguistic diversity within any research environment at the faculty, UFV-PA 2025/18<https://uu.varbi.com/en/what:job/jobID:785710/> There are also several positions in several other language subjects. https://www.uu.se/en/about-uu/join-us/jobs-and-vacancies/job-details?query=… Application for all positions closes on March 3. Best, Sara När du har kontakt med oss på Uppsala universitet med e-post så innebär det att vi behandlar dina personuppgifter. För att läsa mer om hur vi gör det kan du läsa här: http://www.uu.se/om-uu/dataskydd-personuppgifter/ E-mailing Uppsala University means that we will process your personal data. For more information on how this is performed, please read here: http://www.uu.se/en/about-uu/data-protection-policy

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Conference LT4All 2025 - Unesco Hq Paris - Feb. 24-26 2025 / on-site participation registration
by Claudia Soria 21 Jan '25

21 Jan '25

Dear colleagues, FYI although on-site attendance is limited to 400 because of the size of the conference room, registration for on site attendance is still open. Contact: lt4all2025-contact(a)ml.naist.ac.jp Further details can be found at https://www.lt4all2025.eu/ - LT4All 2.0 Advancing Humanism through Language Technologies 24-26 February 2025, UNESCO Headquarters, Paris, France ❖ Language Technologies (LT), nurtured in research laboratories for half a century, are now spreading widely across numerous applications. However, the situation varies significantly among the more than 7,500 languages spoken worldwide. ❖ The first LT4All (LT4All 1.0) conference in 2019 highlighted the critical role of multilingualism in cutting-edge technology. This spurred significant initiatives by various research institutions and major technological companies toward developing language technologies for a wider range of languages. ❖ Despite significant progress, many communities are still being left behind. The critical issue lies not just in creating language technologies for numerous languages but also in collaborating with communities to develop the solutions they need Organized within the framework of the International Decade of Indigenous Languages (IDIL 2022-2032) and to commemorate the Silver Jubilee of International Mother Language Day 2025, the second edition of LT4All (LT4All 2.0) aims to further the agenda of language technologies with a focus on community empowerment. The goal is to harness technology not only to advance itself but also to support and enhance individuals' capabilities. The conference is organized by the international Language Resources Association (ELRA) and its Special Interest Group on Under-resourced languages (SIGUL), a joint SIG of ELRA and of the International Speech Communication Association (ISCA), in partnership with UNESCO. Further details can be found at https://www.lt4all2025.eu/ Contact: lt4all2025-contact(a)ml.naist.ac.jp For the LT4ALL organization committee Claudia Soria facebook <https://www.facebook.com/CNRsocialFB> twitter <https://twitter.com/CNRsocial_> instagram <https://www.instagram.com/cnrsocial/> linkedin <https://www.linkedin.com/company/283032> Claudia Soria CNR, ISTITUTO DI LINGUISTICA COMPUTAZIONALE "ANTONIO ZAMPOLLI" claudia.soria(a)ilc.cnr.it Tel. 0503153166 Via Giuseppe Moruzzi, 1, 56124 – Pisa www.ilc.cnr.it *www.cnr.it* <http://www.cnr.it/> Devolvi il 5×1000 al CNR CF 80054330586

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