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Recruitment for a PhD student and post docs in computational linguistics and/or cognitive science in Gothenburg
by Christine Howes 14 Feb '24

14 Feb '24

We have currently open positions for a PhD student and several post docs in computational linguistics and/or cognitive science in Gothenburg, in connection with the ERC Starting grant Divergence and convergence in dialogue: The dynamic management of mismatches (DivCon, 101077927) https://www.christinehowes.com/research/divcon Please see details in the job application portal online *Doctoral position* in Computational Linguistics and/or Cognitive Science (deadline 29th Feb): https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89… <https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89…> *Postdoctoral Researcher* in Computational Linguistics and/or Cognitive Science, one or more (deadline 14th March): https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89… <https://web103.reachmee.com/ext/I005/1035/job?site=7&lang=UK&validator=9b89…> Please forward to anyone who might be interested! Best Chris -- *Christine Howes* Deputy Head of Department and Head of Research / Professor of Computational Linguistics Department of Philosophy, Linguistics and Theory of Science University of Gothenburg Room: C539, Renströmsgatan 6 Phone: +46 (0)31-786 5911 www.christinehowes.com <http://www.christinehowes.com>

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Call for Applications Resident Academic Full-Time Post in Experimental Linguistics, UM
by Patrizia Paggio 14 Feb '24

14 Feb '24

*** With apologies for multiple postings *** Call for Applications Resident Academic Full-Time Post in Experimental Linguistics Institute of Linguistics and Language Technology Applications are invited for a Resident Academic full-time post in Experimental Linguistics at the Institute of Linguistics and Language Technology of the University of Malta. The appointment will be on initial definite four-year contract of employment. Following the successful completion of the one-year probationary period, the Resident Academic will commence a two-year Tenure Track process. At the conclusion of this two-year period of service, the Resident Academic will be subject to a Tenure Review. Candidates must be in possession of a PhD in Linguistics/Language Sciences, and have demonstrable expertise in empirical linguistics and commitment to research that involves linguistic data processing and statistics from an experimental perspective. Teaching experience at tertiary level will be considered an asset. The appointee will be required to contribute to the teaching and supervision of students, research and administrative duties, as well as outreach activities as may be required by the Institute and/or the University. More specifically, s/he will be required to teach courses in areas which apply quantitative approaches to the study of language and speech; these include courses on empirical linguistics, linguistic data processing and statistics, as well as experimental techniques. Moreover, s/he will be required to contribute to the development of the research programmes of the Institute and is additionally expected to be available to offer support to staff and students on matters such as experimental design, practical aspects in the implementation of an experiment and data processing and use of appropriate statistical tests, should the need arise. Good communicative skills, the ability to work in a team, and a strong willingness to engage in the Institute’s administrative and outreach activities are also essential. The Resident Academic Stream is composed of four grades; these being Professor, Associate Professor, Senior Lecturer and Lecturer. Entry into the grade of Lecturer or above shall only be open to persons in possession of a PhD or an equivalent research-based doctorate within strict guidelines established by the University. The annual salary for 2024 attached to the respective grades in the Resident Academic Stream is as follows: *Professor: €48,818 plus an Academic Supplement of €33,119 and a Professorial Allowance of €2,330 *Associate Professor: €44,864 plus Academic Supplement of €25,377 and a Professorial Allowance of €1,423 Senior Lecturer: €40,677 plus an Academic Supplement of €18,358 Lecturer: €34,008 with an annual increment of €641 to €35,931 and an Academic Supplement of €14,932 *The University will only consider appointing an applicant at the grade of Professor or Associate Professor, when the applicant already holds an equivalent appointment at a University or Research Institute of repute. The University of Malta will provide academic staff with financial resources through the Academic Resources Fund to support continuous professional development and to provide the tools and resources required by an academic to adequately fulfil the teaching and research commitments within the University. The University of Malta may also appoint promising and exceptional candidates into the grade of Assistant Lecturer, provided that they are committed to obtain the necessary qualifications to enter the Resident Academic Stream. Such candidates will either have achieved exceptional results at undergraduate level, be already in possession of a relevant Masters qualification, or would have been accepted for or already in the process of achieving their PhD. Assistant Lecturer with Masters: €31,764 with an annual increment of €596 to €33,552 and an Academic Supplement of €5,294 Assistant Lecturer: €29,589 with an annual increment of €531 to €31,182 and an Academic Supplement of €5,037. Candidates must upload covering letter, curriculum vitae, certificates (certificates should be submitted in English) and names and emails of three referees through this form: https://www.um.edu.mt/hrmd/workatum-general Applications should be received by Sunday, 25 February 2024. Late applications will not be considered. For more detail, see https://www.um.edu.mt/hrmd/recruitment/generalrecruitment/residentacademicf… ********************* Patrizia Paggio Professor University of Malta Institute of Linguistics and Language Technology patrizia.paggio(a)um.edu.mt Associate Professor University of Copenhagen Centre for Language Technology paggio(a)hum.ku.dk

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Final CfP 5th workshop on Resources for African Indigenous Language (RAIL) @ LREC-COLING
by Menno Van Zaanen 13 Feb '24

13 Feb '24

The fifth workshop on Resources for African Indigenous Language (RAIL) Colocated with LREC-COLING 2024 https://bit.ly/rail2024 Conference dates: 20-25 May 2024 Workshop date: 25 May 2024 Venue: Lingotto Conference Centre, Torino (Italy) The fifth RAIL workshop website: https://bit.ly/rail2024 LREC-COLING 2024 website: https://lrec-coling-2024.org/ Submission website: https://softconf.com/lrec-coling2024/rail2024/ The fifth Resources for African Indigenous Languages (RAIL) workshop will be co-located with LREC-COLING 2024 in Lingotto Conference Centre, Torino, Italy on 25 May 2024. The RAIL workshop is an interdisciplinary platform for researchers working on resources (data collections, tools, etc.) specifically targeted towards African indigenous languages. In particular, it aims to create the conditions for the emergence of a scientific community of practice that focuses on data, as well as computational linguistic tools specifically designed for or applied to indigenous languages found in Africa. Many African languages are under-resourced while only a few of them are somewhat better resourced. These languages often share interesting properties such as writing systems, or tone, making them different from most high-resourced languages. From a computational perspective, these languages lack enough corpora to undertake high level development of Human Language Technologies (HLT) and Natural Language Processing (NLP) tools, which in turn impedes the development of African languages in these areas. During previous workshops, it has become clear that the problems and solutions presented are not only applicable to African languages but are also relevant to many other low-resource languages. 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 “Creating resources for less-resourced languages” as its theme, but submissions on any topic related to properties of African indigenous languages (including 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 for a long submission and up to four (4) pages of content for a short submission 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 LREC-COLING style sheet (https://lrec-coling-2024.org/authors-kit/), which is provided on the LREC-COLING 2024 website (https://lrec-coling-2024.org/). 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 LREC-COLING submission requirements. Please submit papers in PDF format to the START account (https://softconf.com/lrec-coling2024/rail2024/). Accepted papers will be published in proceedings linked to the LREC-COLING conference. Important dates: Submission deadline: 23 February 2024 Date of notification: 15 March 2024 Camera ready deadline: 29 March 2024 RAIL workshop: 25 May 2024 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 Celebrations] ________________________________ 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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SIGDIAL 2024 Call for Special Sessions
by Ultes, Stefan 13 Feb '24

13 Feb '24

The 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2024) will be held in Kyoto, Japan on September 18-20, 2024. We now welcome the submission of special sessions proposals, which will take place during the main conference. The submission deadline for special session proposals is March 10, 2024, AOE. We encourage submissions of proposals on any topic of interest to the discourse and dialogue communities. This program is intended to offer new perspectives and bring together researchers working on related topics. Topics of interest include all aspects related to Dialogue and Discourse including (but not limited to) annotation and resources, evaluation, large language models, adversarial and RL methods, explainable/ethical AI, interactive/multimodal/situated/incremental systems, and applications of dialogue and discourse. A SIGDIAL special session is the length of a regular session at the conference, and may be organized as a poster session, a panel session, a poster session with panel discussion, a dialogue challenge, or an oral presentation session. Special sessions may, at the discretion of the SIGDIAL organizers, be held as parallel sessions. The papers submitted to special sessions are handled by the special session organizers, but for the submitted papers to be in the SIGDIAL proceedings, they have to undergo the same review process as regular papers. The reviewers for the special session papers will be taken from the SIGDIAL program committee itself, taking into account the suggestions of the session organizers, and the program chairs will make acceptance decisions. In other words, special session organizers decide what appears in the session, while the program chairs decide what appears in the proceedings and the rest of the conference program. ** Submissions ** Special Session proposals should be 2-4 pages containing: title, a summary of the topic, motivating theoretical interest and/or application context; a list of organizers and sponsors; and a requested session format(s): poster/panel/oral session. The special session proposals will be reviewed jointly by the general chair and program co-chairs. ** Links ** Those wishing to propose a special session may want to look at some of the sessions organized at recent SIGDial meetings: Natural Language in Human Robot Interaction (NLiHRI 2022) (https://2022.sigdial.org/call-for-papers-nlihri/) SummDial 2021 (https://elitr.github.io/automatic-minuting/summdial.html) SafeConvAI 2021 (https://sites.google.com/view/safety4convai/home) RoboDIAL 2022 (https://robodial.github.io/) Interactive Natural Language Technology for Explainable Artificial Intelligence 2019 (https://sites.google.com/view/nl4xai2019/) https://www.sigdial.org/files/workshops/conference18/sessions.htm ** Important Dates ** Mar 10, 2023: Special Session Proposal Submission Deadline Mar 22, 2023: Special Session Notifications The proposals should be sent to conference(a)sigdial.org. SIGDIAL 2024 Program Committee Vera Demberg and Stefan Ultes Conference Website: https://2024.sigdial.org/ -- Prof. Dr.-Ing. Stefan Ultes Natural Language Generation and Dialogue Systems Otto-Friedrich-University of Bamberg Bamberg Center for Artificial Intelligence Faculty Information Systems and Applied Computer Sciences phone: +49 (0) 951 863 2900 or +49 (0) 951 863 2901 (secretary) https://www.uni-bamberg.de/en/ds

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CfP: Special issue of the TAL journal: Scholarly Document Processing - deadline March, 15th 2024
by Florian Boudin 13 Feb '24

13 Feb '24

Special issue of the TAL journal: Scholarly Document Processing https://tal-65-2.sciencesconf.org/ ** Deadline for submission: March, 15th 2024 ** ** Guest Editors ** Florian Boudin, JFLI/LS2N, Nantes University Akiko Aizawa, National Institute of Informatics ** Context ** The body of scholarly literature is steadily and rapidly expanding. In arXiv alone, the number of scientific articles submitted in 2022 exceeded 185,000, averaging nearly 500 submissions per day. In the face of this exponential growth, researchers and institutions are continually challenged to keep pace with the sheer volume of new knowledge being created. Automated methods for analyzing and interpreting scientific papers are therefore urgently needed to assist researchers in navigating through the expanding volume of scientific information, enabling more efficient and targeted acquisition of new knowledge across various fields. More precisely, the development of methods capable of extracting reliable, valuable and verifiable information from scientific papers is crucial for many downstream tasks including retrieval, recommendation, summarization, question-answering and document understanding. The uniqueness of scientific papers, marked by intricate technical language, discipline-specific terminology, a distinct structural organization and the inclusion of complex elements such as equations, tables, and figures, poses a significant challenge for existing natural language processing and information retrieval methods. Furthermore, these methods should also account for additional features provided at the collection level (e.g., citation networks) or embedded in rich paper metadata (e.g., authors, keywords, publication venues), each introducing its own set of challenges. This special issue of the TAL journal is dedicated to papers describing work that address these challenges, and more broadly to papers describing research on *natural language processing and information retrieval of scholarly and scientific documents*. Relevant topics for this issue include, but are not limited to, the following areas (in alphabetical order): - Bibliometrics, scientometrics - Citation analysis and recommendation - Claim verification - Datasets, tools and resources - Information extraction, NER - Large Language Models (LLMs) - Plagiarism detection - Question-answering - Retrieval and recommendation - Scientific document analysis - Scientific writing assistance - Text simplification - Summarization and generation ** Important dates ** • Submission deadline: 15 March 2024 • Notification to the authors after first review: May 2024 • Notification to the authors after second review: September 2024 • Publication : December 2024 ** Submission format ** The length of the papers must be between 20 and 25 pages. Style sheets are available on the journal's website ([https://www.atala.org/content/instruction-authors-style-files-0](https://ww…). Authors are invited to submit their paper on this platform: [https://tal-65-2.sciencesconf.org/](https://tal-65-2.sciencesconf.org/) To do so, authors will need to first create an account by clicking on "Create account" (Créer un compte) next to the “Login" (Connexion) button at the top of this page. To submit a paper, authors can connect to their account and upload their submission in "My Space" > "My submissions”. The articles can be written in English or in French. The TAL journal has a double-blind review process. It is necessary to anonymize the article, the name of the file, and to avoid self-references. Each article is evaluated by three reviewers, two external reviewers and a member of the editorial board of the journal TAL. ** TAL Journal ** TAL (Traitement Automatique des Langues / Natural Language Processing) is an international journal published by ATALA (French Association for Natural Language Processing, [http://www.atala.org](http://www.atala.org)) since 1959 with the support of CNRS (National Centre for Scientific Research). It has moved to an electronic mode of publication, with printing on demand. The TAL journal is open-access. Paper submission, publication and access are free of charge. Papers published in the TAL journal will be made available on the ATALA website and on ACL Anthology.

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Shared Task on Fine-Tuning LLMs for Ukrainian (UNLP @ LREC-Coling 2024)
by Mariana Romanyshyn 12 Feb '24

12 Feb '24

*The Third Ukrainian Natural Language Processing Workshop (UNLP 2024)* <https://unlp.org.ua/> UNLP 2024 features the first *Shared Task on Fine-Tuning Large Language Models for Ukrainian*. This Shared Task aims to challenge and assess LLMs' capabilities to understand and generate Ukrainian, paving the way for LLM development in Slavic languages. *News: *The training data was released today. *Task Description* In this shared task, your goal is to instruction-tune a large language model that can answer questions and perform tasks in Ukrainian. The model should possess knowledge of Ukrainian history, language, and literature, as well as common knowledge, and should be capable of generating fluent and factually accurate responses. The evaluation will be two-fold: accuracy of answers to multiple-choice questions and human evaluation on a selection of text generation tasks. You can find the instructions, sample data, and scripts at https://github.com/unlp-workshop/unlp-2024-shared-task. *Registration* Teams that intend to participate should register by filling in this form <https://forms.gle/MiC7pWsWbwBdSmoX9>. *Publication* Participants in the shared task are invited to submit a paper to the UNLP 2024 <https://unlp.org.ua/call-for-papers/> workshop. Submitting a paper is *not mandatory* for participating in the Shared Task. Papers must follow the workshop submission instructions and will undergo regular peer review. Their acceptance will not depend on the results obtained in the shared task, but on the quality of the paper. Accepted papers will appear in the ACL anthology and will be presented at a session of UNLP 2023 specially dedicated to the Shared Task. *Important Dates* February 12, 2024 — Release of train data February 16, 2024 — Release of test data to registered participants February 24, 2024 — Registration deadline; release of open questions February 26, 2024 — Submission of system responses March 4, 2024 — Results of the Shared Task announced March 6, 2024 — Shared Task paper due March 27, 2024 — Notification of acceptance April 5, 2024 — Camera-ready papers due May 25, 2024 — Workshop *Contact* Discord for the shared task: https://discord.gg/kCc6xgWbCJ Email: info(a)unlp.org.ua Website: https://unlp.org.ua/ Twitter: https://twitter.com/UNLP_workshop Telegram: https://t.me/UNLP_workshop Facebook: https://www.facebook.com/UNLPworkshop

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Ukrainian NLP Workshop @ LREC-Coling 2024: Second CFP
by Mariana Romanyshyn 12 Feb '24

12 Feb '24

*The Third Ukrainian Natural Language Processing Workshop (UNLP 2024)* <https://unlp.org.ua/> *Call For Papers* UNLP 2024 <https://unlp.org.ua/> will be held *online* on May 25, 2024, in conjunction with LREC-COLING 2024. The workshop will bring together academics, researchers, and practitioners in the fields of NLP and Computational Linguistics who work with the Ukrainian language or do cross-Slavic research that can be applied to the Ukrainian language. The workshop will accept research papers for the Crimean Tatar language with the aim of supporting this severely endangered language of the indigenous people of Ukraine. The workshop will also accept papers with negative results. *Shared Task* The Third UNLP organizes the first Shared Task on Fine-Tuning Large Language Models (LLMs) for Ukrainian. The aim is to challenge and assess LLMs’ capabilities to understand and generate Ukrainian, paving the way for LLM development in Slavic languages. In this shared task, your goal is to instruction-tune a large language model that can answer questions and perform tasks in Ukrainian. The model should possess knowledge of Ukrainian history, language, and literature, as well as common knowledge, and should be capable of generating fluent and factually accurate responses. You can find the detailed instructions, limitations, baseline, and evaluation sample at https://github.com/unlp-workshop/unlp-2024-shared-task. *Important dates* March 4, 2024 — Workshop paper due March 27, 2024 — Notification of acceptance April 5, 2024 — Camera-ready papers due May 25, 2024 — Workshop *Submissions* UNLP invites submissions of completed and ongoing projects. Submissions describing resources or solutions that have been made available to the broader public are strongly encouraged. We invite two types of submissions: long and short papers. Long papers should describe original, unpublished, and completed work. The short papers may describe work in progress, small focused contributions, system demonstrations, new linguistic resources, or experiments based on existing software and resources. The workshop will provide *Grammarly Premium* to all authors. To request Grammarly Premium, please submit the form provided on the website home page <https://unlp.org.ua/>. Learn more at https://unlp.org.ua/call-for-papers/. Link for paper submission: https://softconf.com/lrec-coling2024/unlp2024/. *Share your LRs!* When submitting a paper from the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. Moreover, ELRA encourages all LREC-COLING authors to share the described LRs (data, tools, services, etc.) to enable their reuse and replicability of experiments (including evaluation ones). *Workshop Organizers* Andrii Hlybovets, National University of Kyiv-Mohyla Academy, Ukraine Mariana Romanyshyn, Grammarly, Ukraine Nataliia Romanyshyn, Ukrainian Catholic University, Ukraine Oleksii Ignatenko, Ukrainian Catholic University, Ukraine Find our program committee members at https://unlp.org.ua/committees/. *Follow us* Website: https://unlp.org.ua/. Twitter: https://twitter.com/UNLP_workshop. Telegram: https://t.me/UNLP_workshop. Facebook: https://www.facebook.com/UNLPworkshop. Email: info(a)unlp.org.ua.

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Fw: Patrick Hanks' Funeral 23rd February
by Eric Atwell 12 Feb '24

12 Feb '24

I am very sad to relay the death of Patrick Wynham Hanks, lexicographer and corpus linguist. https://www.patrickwhanks.com/ Patrick's funeral will be in Havant, UK, on Friday 23 February, 15:15. and online: https://www.wesleymedia.co.uk/webcast-view Webcast Viewing Instructions are available here<https://clientportal.wesleymedia.co.uk/email-template/webcast_viewing_instr…>. Use the PIN number below to access your webcast Webcast Login PIN 590-4304 If you can come in person, please RSVP: Judith_hanks(a)hotmail.com<mailto:Judith_hanks@hotmail.com> Eric Atwell, pp Judith Hanks, University of Leeds

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1st CFP: The First Annual Meeting of SIGTURK at ACL, August 15-16 2024, Bangkok
by Duygu Ataman 12 Feb '24

12 Feb '24

FIRST CALL FOR PAPERS --------------------- The First Annual Meeting of the Special Interest Group on Turkic Languages (SIGTURK) August 15-16 2024, Bangkok (Co-located with ACL) INTRODUCTION We present the first edition of the SIGTURK Workshop representing the annual meeting of the ACL Special Interest Group on Turkic Languages, which aims to provide a new venue that will promote studies on computational linguistics in Turkic languages. Our main objective is to bring together an interdisciplinary community of researchers working on different aspects of natural language processing (NLP) models and corpora in Turkic languages, providing the recently growing number of researchers working on the topic with a means of communication and an opportunity to present their work and exchange ideas. TOPICS OF INTEREST We welcome submissions on, but not limited to, the following topics: * Computational linguistics: models of all aspects of linguistics in Turkic languages (e.g., semantics, syntax, lexicon, morphology) * Systems: Case studies on the construction of NLP systems for Turkic languages * Evaluation: Understanding the applicability of current NLP methods in Turkic languages * Metrics: New metrics and measures for evaluating NLP systems suitable to Turkic languages * Learning from sparse data: Novel methods for learning from small or sparse data in Turkic languages * Resources: Datasets, benchmarks, and software libraries for NLP models in Turkic languages IMPORTANT DATES * First call for papers: February 9, 2024 (Friday) * Paper submission deadline: May 31, 2024 (Friday) * Notification of acceptance: June 16, 2024 (Monday) * Camera-ready submission deadline: July 1, 2024 (Monday) * Workshop dates: August 15-16 (Thursday - Friday) Note: All deadlines are 11:59 pm UTC -12h (“anywhere on Earth”). CONTACT INFORMATION * Email: workshop(a)sigturk.com * Submission Portal: https://openreview.net/group?id=aclweb.org/ACL/2024/Workshop/SIGTURK * Official Website: https://sigturk.com/workshop SUBMISSION GUIDELINES Research papers We invite all potential participants to submit their novel research contributions in the related fields as long papers following the ACL 2024 long paper format (anonymized with 8 pages excluding the references, and an additional page for the camera-ready versions for the accepted papers). All accepted research papers will be published as part of our workshop proceedings and will be presented either through oral presentations or poster sessions. Our research paper track will accept submissions through our own submission system available at https://openreview.net/group?id=aclweb.org/ACL/2024/Workshop/SIGTURK. Extended abstracts Besides long paper submissions, we also invite previously published or ongoing and incomplete research contributions to our non-archival extended abstract track. All extended abstracts can use the same EMNLP template with a 2-page limit, excluding the bibliography. Extended abstracts can be submitted to the workshop submission system using the link: https://openreview.net/group?id=aclweb.org/ACL/2024/Workshop/SIGTURK. "HACK TOGETHER" PROGRAMMING EVENT In addition to the workshop itself, the second day will be devoted to a full-day collaborative hybrid programming event "Hack Together". Our goal is to demonstrate the SIGTURK NLP library and interested parties can contribute to the integration of new NLP methods and models into the SIGTURK pipeline. The SIGTURK infrastructure can be found at https://github.com/sigturk. Findings of the event will be combined into a system demonstration paper. INVITED SPEAKERS Kemal Oflazer, Carnegie Mellon University MORE INFORMATION For further details and updates, please visit our workshop website: https://sigturk.com/workshop ORGANIZERS Duygu Ataman, New York University Deniz Zeyrek Bozşahin, Middle East Technical University Mehmet Oguz Derin Sardana Ivanova, University of Helsinki Abdullatif Köksal, LMU Munich Jonne Sälevä, Brandeis University

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2nd CFP: Bridging Neurons and Symbols for NLP & Knowledge Graphs Reasoning @ LREC-COLING 2024
by Erhard Hinrichs 12 Feb '24

12 Feb '24

[apologies for potential cross-posting] ================================================================================================== Workshop: Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ LREC-COLING 2024 ===================================== Co-located with LREC-COLING in Turin, Italy 21st May 2024 Workshop webpage:https://neusymbridge.github.io/ Call for Papers -------------------- The 1st Workshop on Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning — to be held at LREC-COLING 2024 — will promote two directions for exploring neural reasoning: starting from existing neural networks to enhance the reasoning performance with the target of symbolic-level reasoning, and starting from symbolic reasoning to explore its novel neural implementation. These two directions will ideally meet somewhere in the middle and will lead to representations that can act as a bridge for novel neural computing, which qualitatively differs from traditional neural networks, and for novel symbolic computing, which inherits the good features of neural computing. Hence the name of our workshop, with a focus on Natural Language Processing and Knowledge Graph reasoning. Topics (include, but are not limited to) -------------------------------------------------- • Proposing novel knowledge representations that are derived from transdisciplinary research • Using knowledge graphs or other types of symbolic Knowledge to improve the quality of LLMs • Exploring the reasoning mechanism of LLMs • Distilling symbolic knowledge from LLMs • Proposing benchmark datasets and evaluation matrices for neuro-symbolic approaches to NLP tasks • Proposing novel NLP tasks for neuro-symbolic approaches • NLP applications in classification, sense-disambiguation, sentiment analysis, question-answering, knowledge graph reasoning • Critical analysis of traditional deep learning or LLMs • Analysing spatial reasoning of LLMs • Proposing novel neural computing that may reach symbolic-level reasoning • Proposing benchmark datasets and matrices to evaluate the gap between neural reasoning and symbolic reasoning • Addressing efficiency issues in neuro-symbolic systems • Identifying challenges and opportunities of neuro-symbolic systems • Developing retrieval augmented models for combining KG and LLMs • Applying neuro-symbolic approaches to humor generation and other real-life applications Submissions: ------------------ • The papers should be submitted as a PDF document, conforming to the formatting guidelines provided in the call for papers of LREC-COLING conference (https://lrec-coling-2024.org/authors-kit/) • Submissions via Softconf/START Conference Manager athttps://softconf.com/lrec-coling2024/neusymbridge2024/ Important Dates --------------------- • Submission Deadline: March 03, 2024 • Notification of Acceptance: March 27, 2024 • Submission of final, camera-ready paper (latex version preferred): April 03, 2024 • Workshop: May 21st

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