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Third Call for Participation- IWSLT 2024
by Atul K. Ojha 14 Mar '24

14 Mar '24

Apologies for cross-posting. ---------------------------------------- *The International Conference on Spoken Language Translation* *21st IWSLT 2024 – **third** Call for Participation* *August 17-18, 2024 – Bangkok, Thailand* *http://iwslt.org <http://iwslt.org/>* The International Conference on Spoken Language Translation (IWSLT) is the premier annual conference for all aspects of Spoken Language Translation. Every year, the conference organizes 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, the Special Interest Group on Spoken Language Translation of ACL, ISCA and ELRA. With a track record of 20 years, IWSLT benchmarks and proceedings serve as reference for all researchers and practitioners working on speech translation and related fields. The 21st edition of IWSLT <https://iwslt.org/2024/> will be run as an *ELRA/ACL* event and co-located with ACL 2024 <https://2024.aclweb.org/> on August 17-18, 2024. It will be run as a hybrid event. Important Dates January 15, 2024: Release of shared task training and dev data April 01-15, 2024: Evaluation period April 29, 2024: Paper submission due (all papers) June 4, 2024: Notification of acceptance June 24, 2024: Camera-ready paper due July 22, 2024: Pre-recorded video due August 17-18, 2024: Conference Evaluation The IWSLT 2024 features shared tasks <https://iwslt.org/2024/#shared-tasks> that address the following focus areas: - Speech-to-speech track - Simultaneous track - Subtitling track - Offline track - Dubbing track - Low-resource track - Indic track *Registration <https://docs.google.com/forms/d/e/1FAIpQLSdGhCusmyPVmBz36EB8ABUFignw7nZCoKx…> for the evaluation* is now open and training and development data for each shared task are available through the website. The results of all tasks will be collected and discussed in an overview paper that will be presented at the conference. 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. For further information on this initiative, please refer to the website <https://iwslt.org/2024/#paper-submission> *Special Session: Recent Highlights in SLT* IWSLT 2024 will introduce a special session entitled “SLT Recent Highlights <https://iwslt.org/2024/special-session>”. The session intends to provide an overview of recent highlights from the field across venues, with a series of short presentations focused reviews on recent developments and new/emerging trends. Additionally, a short and lively discussion may follow the presentations. We believe this initiative will contribute to a better understanding of the current landscape of SLT research and foster collaboration and exchange of ideas within the IWSLT community. For more information on this initiative, please refer to the website <https://iwslt.org/2024/special-session> Contact Please send an email to 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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EAMT 2024: FINAL Call for Tutorials (deadline extension: 22/03/2024)
by Carol Scarton 14 Mar '24

14 Mar '24

******************************************************* EAMT 2024: The 25th Annual Conference of The European Association for Machine Translation 24 - 27 June 2024 Sheffield, UK https://eamt2024.sheffield.ac.uk/ @eamt_2024 (X account) Keynote speakers: - Alexandra Birch (University of Edinburgh, UK) - Valter Mavrič (DG TRAD, European Parliament) EXTENDED Tutorial proposal deadline: 22 March 2024 Tutorial date: 27 June 2024 More information: https://eamt2024.sheffield.ac.uk/conference-calls/final-call-for-tutorials ******************************************************* ***** IMPORTANT: In order to use OpenReview (https://openreview.net/), authors need to have an account in the system. Please create your account as soon as possible and use an institutional e-mail if possible. OpenReview may take some time to approve accounts that do not use institutional domains. If you have any issues, contact eamt2024(a)gmail.com ***** *** Overview *** The European Association for Machine Translation (EAMT) invites proposals for tutorials to be held in conjunction with the EAMT 2024 conference taking place in Sheffield, UK, from 24 to 27 June, with tutorials held on 27 June. We seek proposals in all areas of machine translation (see the call for papers of the main conference for the focus areas of EAMT 2024). The aim of a tutorial is primarily to help the audience develop an understanding of particular technical, applied, and business matters related to research, development, and use of MT and translation technology. Presentations of particular technological solutions or systems are welcome, provided that they serve as illustrations of broader scientific considerations. We recommend that the tutorial covers work by the presenters as well as by other researchers. The submission should explain that this breadth is ensured. Tutorials should not be “self-invited talks”. *** Submission Details *** Proposals should not exceed 4 pages of content (plus unlimited pages for references), should be in PDF format, and should contain the following: - A title and authors, affiliations, and contact information. - A brief description of the tutorial content and its relevance to the machine translation community. - Short description of the target audience and any expected prerequisite background the audience should be aware of. - An outline of the tutorial structure content and how it will be covered in a three-hour slot (half-day). In exceptional cases, six-hour tutorial slots (full day) are available. These time limits do not include coffee breaks, e.g., a three-hour tutorial, in fact, occupies a 3.5-hour slot, and a six-hour tutorial occupies a 7-hour slot. - Diversity considerations, e.g. use of multilingual data, indications of how the described methods scale up to various languages or domains, participation of both senior and junior instructors, demographic and geographical diversity of the instructors, plans for how to diversify audience participation, etc. - Reading list. Work that you expect the audience to read before the tutorial can be indicated by an asterisk. Recommended papers should provide the breadth of authorship and include work by other authors, and work from other disciplines is welcome if relevant. - For each tutorial presenter, a one-paragraph statement of their research interests and areas of expertise for the tutorial topic, as well as experience in instructing an international audience. An estimate of the audience size for the tutorial. If the same or a similar tutorial has been given before, include information on where any previous version of the tutorial was given and how many attendees the tutorial attracted. - A description of special requirements for technical equipment. Tutorial proposals should be submitted as PDF files to OpenReview: https://openreview.net/group?id=EAMT.org/2024/Tutorials_Track. Submissions should be formatted according to the templates specified below. Anonymisation is not required. Submissions should be no longer than 4 pages (excluding references). *** Templates for writing your proposal *** There templates available in the following formats (check our website -- https://eamt2024.sheffield.ac.uk/conference-calls/final-call-for-tutorials): - LaTeX - Cloneable Overleaf template - Word - Libre Office/Open Office - PDF *** Evaluation Criteria *** Each tutorial proposal will be evaluated according to its clarity and preparedness, novelty or timely character of the topic, and instructors’ experience. ** Tutorial Instructor Responsibilities *** Accepted tutorial presenters will be notified by 22 April 2024. They must then provide abstracts of their tutorials for inclusion in the conference registration material by the specific conference deadlines. The description should be in two formats: (a) an ASCII version that can be included in email announcements and published on the conference website, and (b) a PDF version for inclusion in the electronic proceedings (detailed instructions will be provided). Tutorial speakers must provide tutorial materials by 22 May 2024. The final submitted tutorial materials must minimally include copies of the course slides and a bibliography for the material covered in the tutorial. For each tutorial being held at EAMT 2024, we offer free registration to the conference for one tutor only. *** Important Dates *** - Submission deadline for tutorial proposals (extended): 22 March 2024 - Notification of acceptance (extended): 22 April 2024 - Tutorial slides + abstract + bibliography + any other materials (extended): 22 May 2024 All deadlines are at 23:59 CEST. *** Workshop Co-Chairs *** Mary Nurminen (Tampere University) Diptesh Kanojia (University of Surrey) *** Local organising committee *** Carolina Scarton (University of Sheffield) Charlotte Prescott (ZOO Digital) Chris Bayliss (ZOO Digital) Chris Oakley (ZOO Digital) Xingyi Song (University of Sheffield) *** Sponsors *** Silver: Translated <https://translated.com/welcome>, Unbabel <https://unbabel.com/> Bronze: Pangeanic <https://pangeanic.com/>, STAR <https://www.star-group.net/en/home.html>, Transperfect <https://globallink.transperfect.com/> Collaborator: Apertium <https://apertium.org/> Supporter: Spring Nature <https://www.springernature.com/gp> Confirmed sponsors: Crosslang <https://crosslang.com> and RWS Language Weaver <https://www.rws.com> -- *Carolina Scarton* Lecturer in Natural Language Processing Department of Computer Science University of Sheffield http://staffwww.dcs.shef.ac.uk/people/C.Scarton/

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EAMT 2024: FINAL Call for Papers (deadline extension: 22/03/2024)
by Carol Scarton 14 Mar '24

14 Mar '24

******************************************************* EAMT 2024: The 25th Annual Conference of The European Association for Machine Translation 24 - 27 June 2024 Sheffield, UK https://eamt2024.sheffield.ac.uk/ https://twitter.com/eamt_2024 (X account) Keynote speakers: - Alexandra Birch (University of Edinburgh, UK) - Valter Mavrič (DG TRAD, European Parliament) EXTENDED Paper submission deadline: 22 March 2024 More information: https://eamt2024.sheffield.ac.uk/conference-calls/final-call-for-papers ******************************************************* ***** IMPORTANT: In order to use OpenReview (https://openreview.net/), authors need to have an account in the system. Please create your account as soon as possible and use an institutional e-mail if possible. OpenReview may take some time to approve accounts that do not use institutional domains. If you have any issues, contact eamt2024(a)gmail.com ***** The European Association for Machine Translation (EAMT) invites everyone interested in machine translation (MT) and translation-related tools and resources ― developers, researchers, users, translation and localization professionals and managers ― to participate in this conference. Driven by the state of the art, the research community will demonstrate their cutting-edge research and results. Professional MTusers will provide insights into successful MT implementation of MT in business scenarios as well as implementation scenarios involving large corporations, governments, or NGOs. Translation scholars and translation practitioners are also invited to share their first-hand MT experience, which will be addressed during a special track. Note that papers that have been archived in arXiv can be accepted for submission provided that they have not already been published elsewhere. EAMT 2024 has four tracks, namely Research: Technical, Research: Translators & Users, Implementations & Case Studies, and Products & Projects. *** Research: technical *** Submissions (up to 10 pages, plus unlimited pages for references and appendices) are invited for reports of significant research results in any aspect of MT and related areas. Such reports should include a substantial evaluation component, or have a strong theoretical and/or methodological contribution where results and in-depth evaluations may not be appropriate. Papers are welcome on all topics in the areas of MT and translation-related technologies, including, but not limited to: - Deep-learning approaches for MT and MT evaluation - Advances in classical MT paradigms: statistical, rule-based, and hybrid approaches - Comparison of various MT approaches - Technologies for MT deployment: quality estimation, domain adaptation, etc. - Resources and evaluation - MT in special settings: low resources, massive resources, high volume, low computing resources - MT applications: translation/localization aids, speech translation, multimodal MT, MT for user generated content (blogs, social networks), MT in computer-aided language learning, etc. - Linguistic resources for MT: corpora, terminologies, dictionaries, etc. - MT evaluation techniques, metrics, and evaluation results - Human factors in MT and user interfaces - Related multilingual technologies: natural language generation, information retrieval, text categorization, text summarization, information extraction, optical character recognition, etc. Papers should describe original work. They should emphasise completed work rather than intended work, and should indicate clearly the state of completion of the reported results. Where appropriate, concrete evaluation results should be included. Papers should be anonymized, prepared according to the templates specified below, and be no longer than 10 pages (plus unlimited pages for references and appendices). Submit the paper as a PDF to OpenReview: https://openreview.net/group?id=EAMT.org/2024/Technical_Track. Submissions that do not conform to the required styles may be rejected without review. **Track co-chairs Rachel Bawden (Inria, Paris) Víctor M Sánchez-Cartagena (University of Alicant) *** Research: translators & users *** Submissions (up to 10 pages, plus unlimited pages for references and appendices) are invited for academic research on all topics related to how professional translators and other types of MT users interact with, are affected by, or conceptualise MT. Papers should report significant research results with a strong theoretical and/or methodological contribution. Topics for the track include, but are not limited to: - The impact of MT and post-editing: including studies on processes, effort, strategies, usability, productivity, pricing, workflows, and post-editese - Human factors and psycho-social aspects of MT adoption (ergonomics, motivation, and social impact on the profession, relationship between user profiles and MT adoption) - Emerging areas for MT & post-editing: e.g. audiovisual, game localisation, literary texts, creative texts, social media, health care communication, crisis translation - MT and ethics - The impact of using translators’ metadata and user activity data for monitoring their work - The evaluation and reception of different modalities of translation: human translation, post-edited, raw MT - MT and interpreting - Human evaluations of MT output - MT for gisting and the impact of MT on users: use cases, expectations, perceptions, trust, views on acceptability - MT and usability - MT and education/language learning - MT in the translation/interpreting classroom Papers should describe original work. They should emphasise completed work rather than intended work, and should indicate clearly the state of completion of the reported results. Papers should be anonymized, prepared according to the templates specified below, and be no longer than 10 pages (plus unlimited pages for references and appendices). Submit the paper as a PDF to OpenReview: https://openreview.net/group?id=EAMT.org/2024/Research_Translators_Users_Tr…. Submissions that do not conform to the required styles may be rejected without review. ** Track co-chairs Patrick Cadwell (DCU) Ekaterina Lapshinova-Koltunski (University of Hildesheim) *** Implementations & case studies *** Submissions (approximately 4–6 pages) are invited for reports on case studies and implementation experience with MT in organisations of all types, including small businesses, large corporations, governments, NGOs, or language service providers. We also invite translation practitioners to share their views and observations based on their day-to-day experience working with MT in a variety of environments. Topics for the track include, but are not limited to: - Integrating or optimising MT and computer-assisted translation in translation production workflows (translation memory/MT thresholds, mixing online and offline tools, using interactive MT, dealing with MT confidence scores) - Managing change when implementing and using MT (e.g. switching between multiple MT systems, limiting degradations when updating or upgrading an MT system) - Implementing open-source MT (e.g. strategies to get support, reports on taking pilot results into full deployment, examples of advanced customization sought and obtained thanks to the open-source paradigm, collaboration within open-source MT projects) - Evaluating MT in a real-world setting (e.g. error detection strategies employed, metrics used, productivity or translation quality gains achieved) - Ethical and confidentiality issues when using MT, especially MT in the cloud - Using MT in social networking or real-time communication (e.g. enterprise support chat, multilingual content for social media) - MT and usability - Implementing MT to process multilingual content for assimilation purposes (e.g. cross-lingual information retrieval, MT for e-discovery or spam detection, MT for highly dynamic content) - MT in literary, audiovisual, game localization and creative texts - Impact of MT and post-editing on translation practices and the profession: processes, effort, compensation, - Psycho-social aspects of MT adoption (ergonomics, motivation, and social impact on the profession) - Error analysis and post-editing strategies (including automatic post-editing and automation strategies) - The use of translators’ metadata and user activity data in MT development - Freelance translators’ independent use of MT - MT and interpreting Papers should highlight real-world use scenarios, solutions, and problems in addition to describing MT integration processes and project settings. Where solutions do not seem to exist, suggestions for MT researchers and developers should be clearly emphasized. For papers on implementations and case studies produced by academics, we require co-authorship with the actual organizations working with MT implementations. Papers (approximately 4–6 pages, with a maximum of 10 pages -- plus unlimited pages for references) should be formatted according to the templates specified below and submitted as PDF files to Open Review: https://openreview.net/group?id=EAMT.org/2024/Implementations_Case_Studies_…. Anonymization is not required in the Implementations & Case Studies track submissions. Submissions that do not conform to the required styles may be rejected without review. ** Track co-chairs Vera Cabarrão (Unbabel) Konstantinos Chatzitheodorou (Strategic Agenda) *** Products & Projects *** Submissions (2 pages, including references) are invited on either of the subtracks (Products or Projects). - Products: Tools for MT, computer-aided translation, and other translation technologies (including commercial products and free/open-source software). Descriptions should include information about product availability and licensing, an indication of cost if applicable, basic functionality, (optionally) a comparison with other products, and a description of the technologies used. The authors should be ready to present the tools in the form of demos or posters during the conference. - Projects: Research projects, funded through grants obtained in competitive public or private calls related to MT. Descriptions should contain: project title and acronym, funding agency, project reference, duration, list of partner institutions or companies in the consortium if there is one, project objectives, and a summary of partial results available or final results if the project has ended. The authors should be ready to present the projects in the form of posters during the conference. This follows on from the successful ‘project villages’ held at the last EAMT conferences. There will be a poster boaster session for this track, in which authors will have 120 seconds to attract attendees to their posters or demos with a two-slide presentation. Submissions should be formatted according to the templates specified below. Anonymization is not required. Submissions should be no longer than 2 pages (including references), and submitted as PDF files to OpenReview: https://openreview.net/group?id=EAMT.org/2024/Products_Projects_Track. Track chairs Helena Moniz (University of Lisbon (FLUL), INESC-ID) Mikel Forcada (Prompsit Language Engineering, Elx) *** Templates for writing your proposal *** There templates available in the following formats (check our website -- https://eamt2024.sheffield.ac.uk/conference-calls/call-for-papers): - LaTeX - Cloneable Overleaf template - Word - Libre Office/Open Office - PDF *** Important deadlines *** - Deadline for paper submission (further extended): 22 March 2024 - Notification to authors (further extended): 22 April 2024 - Camera ready deadline (further extended): 6 May 2024 - Author Registration (extended): 15 May 2024 All deadlines are at 23:59 CEST. *** Local organising committee *** Carolina Scarton (University of Sheffield) Charlotte Prescott (ZOO Digital) Chris Bayliss (ZOO Digital) Chris Oakley (ZOO Digital) Joanna Wright (University of Sheffield) Xingyi Song (University of Sheffield) *** Sponsors *** Silver: Translated <https://translated.com/welcome>, Unbabel <https://unbabel.com/> Bronze: Pangeanic <https://pangeanic.com/>, STAR <https://www.star-group.net/en/home.html>, Transperfect <https://globallink.transperfect.com/> Collaborator: Apertium <https://apertium.org/> Supporter: Spring Nature <https://www.springernature.com/gp> Confirmed sponsors: Crosslang <https://crosslang.com> and RWS Language Weaver <https://www.rws.com> -- *Carolina Scarton* Lecturer in Natural Language Processing Department of Computer Science University of Sheffield http://staffwww.dcs.shef.ac.uk/people/C.Scarton/

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3-year postdoctoral position in NLP (Evaluation of LLMs) - University of Oslo, Norway
by Yves Scherrer 14 Mar '24

14 Mar '24

We offer a 3-year postdoctoral position in NLP at the University of Oslo, Norway, on the topic "Evaluating large language models - model architectures, training regimes and data selection". The application deadline is April 14, 2024. This position is funded by the DSTrain program (https://www.uio.no/dscience/english/dstrain/). In the past years, (generative) large language models have become the core foundation models for a wide range of traditional NLP tasks, and they have also seen widespread adoption by the general public. At the same time, little is known about the specific training setups of commercial models, and some design decisions (in terms of model architecture, training regimes, and data selection) are based on traditions rather than empirical or theoretical considerations. Moreover, most current LLMs rely heavily on English training and evaluation data, and their performance on non-English languages remains difficult to assess. Potential candidates are expected to formulate their research project within the broad area of LLM evaluation. Examples of research topics are given below: - Compare fine-tuning external pre-trained LLMs with training language-specific LLMs from scratch. - Compare encoder-decoder LLMs with decoder-only LLMs. - Evaluate generative LLMs on various text generation tasks, such as summarization, simplification, text normalization. - Assess the multilingual (e.g. machine translation) and cross-lingual capabilities (cross-lingual transfer) of LLMs. - Investigate how closely related low-resource languages are best accommodated in LLMs. - Implement benchmarking datasets for LLM evaluation. Applicants are expected to submit a research project that fits in the proposed research theme (Evaluaing large language models). Prospective applicants are encouraged to discuss their application with the contact person (me) to explore scientific focus and cooperation possibilities. The application process for the DSTrain call is described here: https://www.uio.no/dscience/english/dstrain/guide-for-applicants/applicatio… This is the relevant research theme description: https://www.uio.no/dscience/english/dstrain/research-areas/informatics/eval… Please apply here: https://www.jobbnorge.no/en/available-jobs/job/255679/dstrain-msca-postdoct… Contact: Yves Scherrer, LTG, University of Oslo yves.scherrer(a)ifi.uio.no

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[CFP] 2nd Call for Participation - CLEF 2024 SimpleText Task4: SOTA? "Tracking the State-of-the-Art in Scholarly Publications"
by Jennifer D'Souza 14 Mar '24

14 Mar '24

[apologies if you receive multiple copies of this call] Dear colleagues and friends, *We are pleased to release the 2nd Call for Participation - CLEF 2024 SimpleText Task4: SOTA?* *Overview:* SOTA? is introduced as Task 4 in the SimpleText track of CLEF 2024. The goal of the SOTA? shared task is to develop systems which given the full text of an AI paper, are capable of recognizing whether an incoming AI paper indeed reports model scores on benchmark datasets, and if so, to extract all pertinent (Task, Dataset, Metric, Score) quadruples presented within the paper. More info on the task website: https://sites.google.com/view/simpletext-sota/home SOTA? will be divided into two evaluation phases: - Evaluation Phase 1: Few-shot Testing; - Evaluation Phase 2: Zero-shot Testing *To participate in SOTA? i.e. SimpleText Task 4 @ CLEF 2024, please register your team*: 1. CLEF 2024 official registration page https://clef2024.imag.fr/index.php?page=Pages/registration.html 2. Codalab competition site: https://codalab.lisn.upsaclay.fr/competitions/16616 Note, SOTA? is organized as a new task this year under the "SimpleText - Improving Access to Scientific Texts for Everyone" initiative https://simpletext-project.com/. Please take a look at the other 3 tasks, i.e. Task 1, 2, and 3, offered by SimpleText and select one or more of those task options too if you are interested. Note that there is no interdependence of the dataset between "Task 4 - SOTA?" and the other three tasks of SimpleText. *Dates* Training and validation datasets available: Feb 1, 2024 March 13, 2024 Test data available/Evaluation starts: April 23, 2024 Evaluation ends: May 3, 2024 Participant paper submissions due: May 31, 2024 Notification to authors: June 24, 2024 Camera ready due: July 8, 2024 CLEF 2024 Workshop, Grenoble, France: 9-12 September 2024 *Task Organizers* Jennifer D’Souza (TIB Leibniz Information Centre for Science and Technology - Germany) Salomon Kabongo (L3S Research Center, Germany) Hamed Babaei Giglou (TIB Leibniz Information Centre for Science and Technology - Germany) Yue Zhang (Berlin Technical University, Germany) Sören Auer (TIB Leibniz Information Centre for Science and Technology - Germany) *We look forward to having you on board!* *Contact:* sota.task [at] gmail.com

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[CfP] EXTENDED deadline! 8th International Conference 'Discourse Markers in Romance Languages'
by Amália Mendes 14 Mar '24

14 Mar '24

Extended deadline for abstract submission: 24 March 2024 The 8th International Conference 'Discourse Markers in Romance Languages' https://sites.google.com/view/disrom2024 Lisbon, Portugal, 19-21 June 2024 *Important Dates* 24 March 2024 New deadline for abstract submission ! 30 April 2024 Notification of acceptance 19-21 June 2024 Conference dates *Meeting Description* The Conference is one of a series of conferences on discourse markers in Romance languages (Madrid, 2010; Buenos Aires, 2011; Campinas, 2012; Heidelberg, 2015; Louvain-la- Neuve, 2017; Bergamo, 2019; Craiova 2022) and aims to build on the previous events, serving as a platform for internationally renowned linguists and young researchers alike to exchange views and ideas and to broaden their research perspectives. This Conference’s theme will deal specifically : 1. with interactions between DMs and their explicit/implicit context, overcoming the traditional divide between their textual and interpersonal functions; 2. with the subjective adjustment function of DMs. Researchers on discourse markers in Romance languages are invited to submit contributions on these topics, as well as on related subjects including (but not restricted to): - definition of the discourse marker category; - lexicons of discourse markers; - discourse markers and their relation to other pragmatic categories; - syntax-prosody-discourse interface; - sociolinguistic approaches to discourse markers; - variation of discourse markers across registers, languages and language varieties; - translation studies; - L1 and L2 acquisition of discourse markers; - diachronic studies; - experimental studies; - corpus-based and computational studies; - applied studies (business language, legal discourse, educational settings, etc.). *Submissions* The Conference will be on-site. Two presentation modalities will be possible: oral presentation and poster presentation. Abstracts should not exceed one page (single spacing, 12-point Times New Roman font, not including figures and references, and must be uploaded as pdf). Abstracts can be written in any Romance language or in English. They should be anonymous. They will be submitted via EasyChair (https://easychair.org/conferences/?conf=disrom2024). Authors must select the option oral presentation or poster presentation during the submission process on EasyChair. *Keynote Speakers (provisional list)* Denis Paillard (CNRS and Université Paris Diderot) Isabel Margarida Duarte (Universidade de Porto) *Workshop organizers (University of Lisbon)* - Pierre Lejeune - Marco Favaro - Fabrizio Macagno - Amália Mendes *Scientific Committee* Joanna Blochowiak (Université de Genève) Margarita Borreguero Zuloaga (Universidad Complutense de Madrid) Chloé Braud (University of Copenhague) Sorina Ciobanu (University of Iasi) Maria Antónia Diniz Caetano Coutinho (Universidade Nova de Lisboa) Maria Josep Cuenca (Universitat de València) Antonio Briz Gómez (Universitat de València) Conceição Carapinha (Universidade de Coimbra) Anna-Maria De Cesare (Universität Dresden) Iria da Cunha (Universidad Nacional de Educación a Distancia) Gaétane Dostie (Université de Sherbrooke) Oana Adriana Duta (University of Craiova) Chiara Fedriani (Università di Genova) Mar Garachana Camarero (Universitat de Barcelona) Chiara Ghezzi (Universitá di Bergamo) Sonia Gómez-Jordana (Universidad Complutense de Madrid) Pedro Gras (Université d’Anvers) Martin Hummel (Universität Graz) Julia Lavid Lopez (Universidad Complutense de Madrid) Diana Lewis (Université Aix-Marseille) Araceli López Serena (Universidad de Sevilla) José Pinto de Lima (Centro de Linguística da Universidade Nova de Lisboa) Maria Aldina Marques (Universidade do Minho) Piera Molinelli (Università di Bergamo) Silvia Murillo Ornat (Universidad de Zaragoza) Cornelia Plag (Universidade de Coimbra) Salvador Pons Bordería (Universitat de València) Cecilia Popescu (University of Craiova) Laurent Prévot (Université Aix-Marseille) Augusto Soares da Silva (Universidade Catolica Portuguesa) Laure Vieu (IRIT – Université de Toulouse III – Paul Sabatier) Jacqueline Visconti (Università di Genova) Sandrine Zufferey (Universität zu Bern)

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[Call for Papers] 1st Workshop on Reliable Evaluation of LLMs for Factual Information (REAL-Info)
by Bjorn Ross 13 Mar '24

13 Mar '24

Call for Papers 1st Workshop on Reliable Evaluation of LLMs for Factual Information (REAL-Info) Co-located with ICWSM 2024, June 3, 2024, Buffalo, NY https://sites.google.com/view/real-info-2024 LLMs have achieved state-of-the-art performance in several textual inference tasks and are gaining popularity. There is a significant focus on their integration with web and online applications, including web search, thus allowing them to reach millions of users. LLMs can influence various information tasks in our everyday lives, ranging from personal content creation to education, financial advice, and mental health support (Augenstein, 2023). However, with their vast linguistic capabilities and opaque nature, LLMs can inadvertently generate or amplify false information. There is growing concern about the factuality of LLM-generated content and its potential adverse impact on our information ecosystem (Chen, 2023; Peskoff, 2023). Thus the need for reliable methods to assess the factuality of information is more critical than ever. This is where the synergy of AI, Natural Language Processing (NLP), and Human-Computer Interaction (HCI) becomes essential. AI and NLP techniques can be employed to analyze and identify the factuality of information through various tasks (Augenstein, 2023), such as fact-checking, stance detection, claim verification, and misinformation detection. These techniques can sift through the vast amounts of data to spot inconsistencies, biases, or inaccuracies that could indicate misinformation. Still, these approaches often use language models themselves, and epistemological questions arise when one LLM is fact-checked using another (or itself). Meanwhile, HCI plays a vital role in designing interactions and tools that enable humans to effectively oversee, interpret, and correct the outputs of LLMs. This human-in-the-loop approach ensures a critical evaluation and context-sensitive understanding of the factuality of information, which pure algorithmic methods might overlook. The combination of NLP's analytical capabilities and HCI's focus on human-centric design is instrumental in creating a digital ecosystem where LLMs can be utilized safely and responsibly, minimizing the risks of false information while maximizing their potential for user-centric applications. The goals of the 1st ICWSM workshop Reliable Evaluation of LLMs for Factual Information (REAL-Info) are to facilitate discussion around such new LLM evaluation approaches, metrics, and benchmarks for factuality assessment tasks within the community, to inform the scope, biases, and blindspots of LLMs. It will spark interdisciplinary conversations from academic and industry researchers in computational social sciences (CSS), natural language processing (NLP), human-computer interaction (HCI), data science, and social computing. The workshop will solicit, research, and position papers with novel ideas, including but not limited to: - New evaluation methods and metrics for evaluating LLM’s factuality considering diverse social context, e.g., source and domain of data, language, temporal generalization of information, or hallucination in generated/summarized content. - Human-centered design approaches to aid LLMs in detecting and mitigating false information, e.g., human experts in the loop, and variation in prompting. - New LLM-powered tools, methods, and applications for improving factuality assessment in social computing and computational social science. - Biases and blindspots of LLMs in factuality assessment, including approaches for error analysis and model diagnostics. - Limitations of existing benchmarks for tasks relevant to factuality assessment, e.g., claim verification, fact-checking, stance detection, and misinformation detection. - Improve datasets and evaluation quality, e.g., avoidance of selection bias, addressing subjective judgments and biases in crowd-sourced annotation. - Comparative evaluation and implications of open source and commercial LLMs for tasks relevant to factuality assessment. - How does the reliability and factuality of LLM impact users (e.g. journalists, software engineers, artists..) and communities? Submission instructions can be found on the workshop website. The workshop will take place as a half-day meeting in June. Authors of accepted papers will have the opportunity to publish their papers through workshop proceedings by the AAAI Press. Timeline - Workshop Papers Submission deadline: March 24, 2024 - Notifications: April 14, 2024 - Final Camera-Ready Paper Due: May 5, 2024 - ICWSM-2024 Workshops Day: June 3, 2024 The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336. Is e buidheann carthannais a th’ ann an Oilthigh Dhùn Èideann, clàraichte an Alba, àireamh clàraidh SC005336.

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Invitation to the debate "Artificial Intelligence and the future of the Portuguese Language" on March 15 at PROPOR 2024
by Antonio Branco 13 Mar '24

13 Mar '24

_*INVITATION*_ We kindly invite you to the debate on *Artificial Intelligence and the Future of the Portuguese Language* which will take place on March 15, 2024, from 10h30 to 12h00 (Lisbon time) as part of PROPOR 2024 - 16th International Conference on the Computational Processing of the Portuguese Language. As a plenary session of this conference, it will count on the contributions from the researchers who are experts in this field gathering here. It will also include contributions from guests who are experts in the field of public policies for language promotion and who will help launch the debate: *Ana Paula Laborinho* Former President of the Camões Institute for Cooperation and Language, current Director in Portugal of the OEI Organization of Ibero-American States, and professor at the University of Lisbon, Faculty of Letters *Claudio Pinhanez* Deputy Director of the C4AI Artificial Intelligence Center in São Paulo, and principal investigator at IBM Research, Brazil *Ismael Gómez García* Director of the OEI's Global Digital Strategy *Valentín García* Secretary General for Language Policy, Galicia Regional Government *António Branco**(moderator)* Honorary President of the ELRA Language Resources Association, Director General of PORTULAN CLARIN Research Infrastructure for the Science and and Technology of Language, and Professor at the University of Lisbon, Faculty of Sciences Information about this debate can be found here https://propor2024.citius.gal/index.php/discussion-panel/ where in due course, it will be made available the way to participate. ++++++++++++++++++++++++++++++++++++++++ _*BACKGROUND*_ For about a year now, it's been a rare day when we don't come across news, comments, opinions, interviews, debates, podcasts, prognoses, plans, panics, condemnations, glorifications, warnings, regulations, fears and hopes about Artificial Intelligence. We are living the privilege, rare in human history, to find ourselves facing the unprecedented promises and challenges of a civilizational transformation induced by a technological shock of a scope never before experienced. This scientific and social tsunami has its origins in what for decades has been considered the subarea of AI with the most difficult and challenging interdisciplinarity. Also known as natural language processing, computational linguistics, computational language processing, etc., language technology deals the most distinctively human cognitive capacity. No area of human activity will be immune to this technological shock. Even less so will the very object of its scientific inquiry, natural languages. It is opportune to hold a debate on AI and the Portuguese language by the scientists themselves, and inverting the perspective of passive analysis to that of building an active contribution: What is the impact on the future of the the Portuguese language and on citizenship and sovereignty in the age of artificial intelligence? What is the impact on public policies promoting language and how should they be rethought and reconfigured? What is the impact on public policies promoting science and technology and how should their priorities be rethought and reconfigured? What is the role of international cooperation, given that the Portuguese is a multicentric language with global projection? What should we learn from the responses are being advanced in other geographies and for other languages? etc The scientific community dedicated to research into the Portuguese language technology has been meeting every other year for 30 years, alternately in Portugal and Brazil, at the PROPOR international conference, which will be held again soon, between March 13 and 15, 2024, the first time it will be held in another geopgraphy: https://propor2024.citius.gal With the help of guest speakers who are experts in the fields of language promotion and international cooperation, scientific researchers in this field will try to open up this reflection and contribute to finding answers to these questions in a debate that will take place on March 15, 2024 between 10h30 and 12h00 (Lisbon time). Information on this debate can be found here https://propor2024.citius.gal/index.php/discussion-panel/ where in due course, it will be made available the way to participate remotely, as technical conditions allow. The debate will take place in Portuguese.

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job opening: professorship (W2) in ML (possibly NLP) at HHU Düsseldorf, Germany
by Laura Kallmeyer 13 Mar '24

13 Mar '24

The Faculty of Mathematics and Natural Sciences at Heinrich Heine University Düsseldorf is inviting applications for the position of a full professorship (W2) for Machine Learning at the Department of Computer Science to be filled as soon as possible. Ideally, candidates should have an outstanding expertise in the field of Machine Learning, particularly in modern machine learning techniques (e.g., large language models and deep learning architectures such as transformers and related sequence models) and are willing to contribute to collaborative projects, especially in the field of Natural Language Processing (NLP). Application deadline 17 April 2024. For more information see https://berufungsportal.hhu.de/VAADIN/dynamic/resource/2/96c63060-a332-4561… -- Prof. Dr. Laura Kallmeyer Institut für Linguistik Heinrich-Heine Universität Duesseldorf Universitaetsstr. 1 D-40225 Duesseldorf, Germany https://user.phil.hhu.de/kallmeyer/ Phone +49 (0)211 8113899

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Call for PC Members for ECAI-2024
by Ulle Endriss 13 Mar '24

13 Mar '24

We are reaching out to the research community to ask for volunteers to join the programme committee of ECAI-2024, the 27th European Conference on Artificial Intelligence. We are looking for volunteers who have completed their PhD, who have published at good AI conferences in the past, and who have prior experience with reviewing. If you're interested, please sign up here: https://forms.gle/24AxSkGdKv57cYqSA Thanks a lot for your support! Ulle Endriss and Francisco Melo ECAI-2024 PC Chairs

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2026

2025

2024

2023

2022

Corpora