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Third Call and DEADLINE EXTENDED For Papers: The Fourth Workshop on Insights from Negative Results (co-located with EACL 2023)
by Shabnam Tafreshi 15 Mar '23

15 Mar '23

Dear colleagues, The Fourth Workshop on Insights from Negative Results in NLP Co-located with EACL, May 5 or 6, 2023 First Call for Participation Insights Website: <https://insights-workshop.github.io/ <https://insights-workshop.github.io/index>> Contact email: insights-workshop-organizers(a)googlegroups.com *****Submission due: February 20, 2023 *Overview Publication of negative results is difficult in most fields, but in NLP the problem is exacerbated by the near-universal focus on improvements in benchmarks. This situation implicitly discourages hypothesis-driven research, and it turns creation and fine-tuning of NLP models into art rather than science. Furthermore, it increases the time, effort, and carbon emissions spent on developing and tuning models, as the researchers have no opportunity to learn what has already been tried and failed. This workshop invites both practical and theoretical unexpected or negative results that have important implications for future research, highlight methodological issues with existing approaches, and/or point out pervasive misunderstandings or bad practices. In particular, the most successful NLP models currently rely on different kinds of pretrained meaning representations (from word embeddings to Transformer-based models like BERT and GPT-3). To complement all the success stories, it would be insightful to see where and possibly why they fail. Any NLP tasks are welcome: sequence labeling, question answering, inference, dialogue, machine translation - you name it. A successful negative results paper would contribute one of the following: ** broadly applicable recommendations for training/fine-tuning, especially if X that didn’t work is something that many practitioners would think reasonable to try, and if the demonstration of X’s failure is accompanied by some explanation/hypothesis; ** ablation studies of components in previously proposed models, showing that their contributions are different from what was initially reported; ** datasets or probing tasks showing that previous approaches do not generalize to other domains or language phenomena; ** trivial baselines that work suspiciously well for a given task/dataset; ** cross-lingual studies showing that a technique X is only successful for a certain language or language family; ** experiments on (in)stability of the previously published results due to hardware, random initializations, preprocessing pipeline components, etc; ** theoretical arguments and/or proofs for why X should not be expected to work; ** demonstration of issues with data processing/collection/annotation pipelines, especially if they are widely used; ** demonstration of issues with evaluation metrics (e.g. accuracy, F1 or BLEU), which prevent their usage for fair comparison of methods. * Important Dates ** Submission due: February 20, 2023 ** Submission due for papers reviewed through ACL Rolling Review: March 17, 2023 ** Notification of acceptance: March 13, 2023 ** Camera-ready papers due: March 27, 2023 ** Workshop: May 5 or 6, 2023 * Submission Submission is electronic, using the Softconf START conference management system. Submission link: <https://softconf.com/eacl2023/insights2023/> The workshop will accept short papers (up to 4 pages, excluding references), as well as 1-2 page non-archival abstract submissions for papers published elsewhere (e.g. in one of the main conferences or in non-NLP venues). The goal of this event is to stimulate a meaningful community-wide discussion of the deep issues in NLP methodology, and the authors of both types of submissions will be welcome to take part in our get-togethers. The workshop will run its own review process, and papers can be submitted directly to the workshop by Feb 13, 2023. It is also possible to submit a paper accompanied with reviews from the ACL Rolling Review system by March 17, 2023. The submission deadline for ARR papers follows the ACL RR calendar. Both research papers and abstracts must follow the ACL two-column format. Official style sheets: <https://www.overleaf.com/read/crtcwgxzjskr> <https://github.com/acl-org/ACLPUB/tree/master/templates> Please do not modify these style files, nor should you use templates designed for other conferences. Submissions that do not conform to the required styles, including paper size, margin width, and font size restrictions, will be rejected without review. * Multiple Submission Policy The workshop cannot accept work for publication or presentation that will be (or has been) published elsewhere and that have been or will be submitted to other meetings or publications whose review periods overlap with that of Insights. Any questions regarding submissions can be sent to insights-workshop-organizers(a)googlegroups.com. If the paper has been rejected from another venue, the authors will have the option to provide the original reviews and the author response. The new reviewers will not have access to this information, but the organizers will be able to take into account the fact that the paper has already been revised and improved. * Anonymity Period We are not enforcing any anonymity period. * Presentation All accepted papers must be presented at the workshop to appear in the proceedings. Authors of accepted papers must notify the program chairs by the camera-ready deadline if they wish to withdraw the paper. At least one author of each accepted paper must register for the workshop. Previous presentations of the work (e.g. preprints on arXiv.org) should be noted in a footnote in the camera-ready version (but not in the anonymized version of the paper). The workshop will take place on May 2 or 6 2023. The workshop will be hybrid with both in-person and virtual presentations. * Organization Committee ** Shabnam Tafreshi, University of Maryland: ARLIS ** Arjun Reddy Akula, Google ** João Sedoc, New York University ** Anna Rogers, University of Copenhagen ** Aleksandr Drozd, RIKEN ** Anna Rumshisky, University of Massachusetts Lowell / Amazon Alexa * Contact info Any questions regarding the workshop can be sent to insights-workshop-organizers(a)googlegroups.com. Please continue reading about: Authorship, Citation and Comparison, Ethics Policy, Reproducibility, Anonymity Period, and Presentation in the call for paper page on our website: https://insights-workshop.github.io/2023/cfp/ Regards, Insights 2023 Organizers -- *Shabnam Tafreshi, PhD* *Assistant Research Scientist* *Computational Linguistics, NLP* *UMD: ARLIS @ College Park* *"All the problems of the world could be settled easily, if people only willing to think."* *-Thomas J. Watson*

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CLUP welcomes applications to Individual Call to Scientific Employment Stimulus
by Rui Sousa Silva 15 Mar '23

15 Mar '23

***APOLOGIES FOR CROSS-POSTINGS*** CLUP welcomes applications to Individual Call to Scientific Employment Stimulus (CEEC) - 6th Edition CLUP – the Centre of Linguistics of the University of Porto, a research and development (R&D) unit funded by FCT – the Portuguese Foundation for Science and Technology, acting as host institution, welcomes applications to the Individual Call to Scientific Employment Stimulus - 6th Edition. Within the scope of the sixth edition of the Scientific Employment Stimulus (CEECInd-6th edition), FCT aims to approve 400 funded contracts. Nationals, foreigners and stateless PhD holders who wish to conduct their scientific research or technological development activities in Portugal may apply. FCT will fund, via contracts signed with the host institution, all eligible costs for a maximum period of 6 years, according to the level and categories provided for. Submission of Applications: Deadline: 3 May 2023, 17:00 (Portugal time). In order to secure the support of CLUP at the application stage, please email: clup(a)letras.up.pt Specific requirements: (a) Junior Researcher - PhD holders of 5 years or less, counted at the closing date of the application submission period, with limited postdoctoral research experience in the scientific area to which they are applying. b) Auxiliary researcher – PhD holders with more than 5 and less than 12 years, inclusive, counted as of the closing date of the application submission period, with a relevant curriculum in the scientific area to which they are applying. c) Principal Investigator – PhD holders with more than 12 years, counted as of the closing date of the application submission period, with a relevant curriculum vitae in the scientific area they are applying for, which demonstrates their scientific independence in the last 3 years. For further information, visit: https://www.fct.pt/concursos/concurso-estimulo-ao-emprego-cientifico-indivi… CLUP support: In order to secure the support of CLUP, the applicant should address a request to the CLUP Scientific Coordinator. Applicants should state which of the levels/categories they intend to apply to and which line(s) of research conducted at CLUP their project fits in. The following documents should be attached: - Research plan (including the research topic, research questions and aims and objectives, methodology, expected results and impact); - Up-to-date Curriculum Vitae; - Copy of two relevant publications; - Letter of motivation to conduct their research at CLUP. Submission of support requests to CLUP: Applicants wishing to secure CLUP support in their application to CEEC should emailed clup(a)letras.up.pt by 15 April 2023. Rui Sousa Silva. ~ Professor Auxiliar | Assistant Professor www.letras.up.pt | www.clup.pt | www.linguisticaforense.pt

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2nd CFP CODI 4th Workshop on Computational Approaches to Discourse
by Amir Zeldes 15 Mar '23

15 Mar '23

*apologies for cross-postings* � CODI, 4th Workshop on Computational Approaches to Discourse � https://sites.google.com/view/codi-2023/ � 2023-07-13–14 - ACL 2023 - Toronto, Canada � ** Submission deadline: April 24th, 2023 ** � Aims and scope � The last ten years have seen a dramatic improvement in the ability of NLP systems to understand and produce words and sentences. This development has created a renewed interest in discourse phenomena as researchers move towards the processing of long-form text and conversations. There is a surge of activity in discourse parsing, coherence models, text summarization, corpora for discourse level reading comprehension, and discourse related/aided representation learning, to name a few, but the problems in computational approaches to discourse are still substantial. At this juncture, we have organized three Workshops on Computational Approaches to Discourse (CODI) at EMNLP 2020, EMNLP 2021 and COLING 2022 to bring together discourse experts and upcoming researchers. These workshops have catalyzed work to improve the speed and knowledge needed to solve such problems and have served as a forum for the discussion of suitable datasets and reliable evaluation methods. � The previous workshops on discourse in machine translation (DiscoMT), linking lexical, sentential and discourse semantics (LSDSem), discourse structure in natural language generation (DSNNLG), discourse relation parsing and treebanking (DISRPT) and coreference (CORBON/CRAC), have shown that there is considerable interest and success in bringing together the community working on specific problems in discourse. We believe that the discourse community will also benefit from a general forum where work ranging from corpus development/analysis to computational models, and evaluation is discussed, and desiderata can be drawn for future progress. � The 4th CODI workshop is planned as a 2 day event which brings together different subcommunities. It will feature invited talks and regular papers on the first day. The second day will be dedicated to shared tasks and special sessions which focus on the issues mentioned above. After a first successful iteration in 2019 and 2021 the shared task on Discourse Relation Parsing and Treebanking (DISRPT) will be held again in 2023, with three tasks: discourse segmentation, discourse connective identification and discourse relation classification, including new datasets and languages. For more information on the shared task see: � <https://sites.google.com/view/disrpt2023/> https://sites.google.com/view/disrpt2023/ � � Topics of interest � We welcome symbolic and probabilistic approaches, corpus development and analysis, as well as machine and deep learning approaches to discourse. We appreciate theoretical contributions as well as practical applications, including demos of systems and tools. The goal of the workshop is to provide a forum for the community of NLP researchers working on all aspects of discourse. � � Topics of interest include, but are not limited to: � * discourse structure � * discourse connectives � * discourse relations � * annotation tools and schemes for discourse phenomena � * corpora annotated with discourse phenomena � * discourse parsing � * cross-lingual discourse processing � * cross-domain discourse processing � * anaphora and coreference resolution � * event coreference � * argument mining � * coherence modeling � * discourse and semantics � * discourse in applications such as machine translation, summarization, etc. � * evaluation methodology for discourse processing � � Submissions � � We solicit four categories of papers: regular workshop papers, demos, shared task papers and extended abstracts. Only regular workshop papers, shared task papers and demos will be included in the proceedings as archival publications. � � Regular papers must describe original unpublished research. Long papers may consist of up to 8 pages of content, plus unlimited pages for references. � � Short papers can be up to 4 pages, plus unlimited pages for references. � � Demo submissions may describe systems, tools, visualizations, etc., and may consist of up to 4 pages, plus unlimited pages for references. � � Each submission can contain unlimited pages for Appendices but the paper submissions need to remain fully self-contained, as these supplementary materials are completely optional, and reviewers are not even asked to review them. Accepted long, short, and demo papers will be presented orally. � � Extended abstracts can describe work in progress or those already published elsewhere. These may be two pages long (without references). Extended abstracts are non-archival. They will be presented orally, and included in the workshop program and handbook, but will not appear in the workshop proceedings. � Double submission of papers is allowed but will need to be indicated at submission. � � Submission website � All submissions must be anonymous and follow the ACL 2023 formatting instructions described here: https://2023.aclweb.org/calls/style_and_formatting/ � � � Please submit your workshop papers at <https://www.softconf.com/acl2023/CODI2023> https://www.softconf.com/acl2023/CODI2023 � Shared task papers should be submitted to the links specified on the shared task pages. � Important dates * 2023-03-24: Anonymity period starts * 2023-04-24: CODI papers due * 2023-05-22: Notification of acceptance * 2023-06-06: Camera ready deadline for main conference and CODI * 2023-07-13 – 2022-07-14: CODI workshop � All deadlines are 11:59 pm UTC -12h ("anywhere on Earth"). � Invited Speakers � * Yufang Hou, IBM Research � * Giuseppe Carenini, University of British Columbia � � Organizers * Chloé Braud, CNRS-IRIT * Christian Hardmeier, IT University of Copenhagen and Uppsala University * Jessy Li, University of Texas, Austin * Sharid Loáiciga, University of Gothenburg * Michael Strube, Heidelberg Institute for Theoretical Studies * Amir Zeldes, Georgetown University To contact the organizers, please send an email to: codi-workshop(a)googlegroups.com <mailto:codi-workshop@googlegroups.com> �

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Call For Papers - InqBnB4
by valentin.richard＠loria.fr 14 Mar '23

14 Mar '23

[SECOND CALL FOR PAPERS] Greetings, InqBnB4 workshop: Inquisitiveness Below and Beyond the Sentence Boundary Nancy (France), 20 June 2023, hosted by IWCS 2023 https://iwcs2023.loria.fr/inqbnb4-inquisitiveness-below-and-beyond-the-sent… InqBnB is a workshop series bringing together researchers interested in the semantics and pragmatics of interrogatives (questions or embedded interrogative clauses). This series was originally organized by the Inquisitive Semantics Group of the Institute for Logic, Language and Computation (ILLC) from the University of Amsterdam. As such, the focus point mainly revolves around analyses using or related to inquisitive semantics. After three successful editions in the Netherlands, we hope to open the inquisitive community to a wider audience. The 4th edition is planned on 20 June 2023, just before IWCS 2023 (Internation Conference on Computational Semantics). As invited speakers we are welcoming Wataru Uegaki (University of Edinburgh) and Todor Koev (Universit��t Konstanz). InqBnB4 invites submissions on original and unpublished research focussed on the properties of inquisitive content. We are mainly interested in theoretical questions, formal models and empirical work. But we are also welcoming papers based on statistical or neural models, provided their main goal is to bring new insights regarding inquisitiveness. Here are some examples of questions of interest: * Which operators (connectives, quantifiers, modals, conditionals) generate inquisitiveness? * How do these operators project the inquisitive content of their arguments? * e.g. what triggers maximality, exhaustivity or uniqueness of readings? * How does inquisitive content interact with informative content in compositional semantics? * e.g. how do interrogative words interact with negative polarity items, free choice items, indefinites or plurality? * How do conventions of use interact with inquisitive content? * e.g. how can non-answering responses (e.g. clarification questions) be handled? * In which ways is pragmatics sensitive to inquisitive content? * e.g. how does answer bias and ignorance inferences arise? * What kind of discourse anaphora are licensed by inquisitive expressions? * e.g. does dynamic inquisitive semantics manage to correctly derive donkey anaphora? *Submission:* Submission link on SoftConf: https://softconf.com/iwcs2023/inqbnb4/ Sumitted papers must not exceed eight (8) pages (not counting acknowledgement, references and appendices). Accepted papers get an extra page in the camera-ready version. Submitted papers should be formatted following the common two-column structure as used by ACL. Please use the specific style-files or the Overleaf template for IWCS 2023, taken from ACL 2021. Initial submissions should be fully anonymous to ensure double-blind reviewing. The proceedings will be published in the ACL anthology. *Important dates:* * Submission deadline: 14 April * Author notification: 12 May * Camera ready: 9 June * Workshop day: 20 June *Organizers:* * Valentin D. Richard [1], Loria, Universit�� de Lorraine * Philippe de Groote [2], Loria, INRIA Nancy �� Grand Est * Floris Roelofsen [3], ILLC, Universiteit van Amsterdam *Programme committee:* * Local chair: Valentin D. Richard, Universit�� de Lorraine * Chair: Floris Roelofsen, Universiteit van Amsterdam * Maria Aloni [11], Universiteit van Amsterdam * Lucas Champollion [4], New York University (NYU) * Jonathan Ginzburg [5], Universit�� Paris Cit�� * Philippe de Groote [2], INRIA Nancy �� Grand Est * Todor Koev [12], Universit��t Konstanz * Jakub Dotla��il [6], Universiteit Utrecht * Reinhard Muskens [7], Universiteit van Amsterdam * Maribel Romero [8], Universit��t Konstanz * Wataru Uegaki [9], University of Edinburgh * Yimei Xiang [10], Rutgers Linguistics [1] https://valentin-d-richard.fr/ [2] https://members.loria.fr/PdeGroote/ [3] https://www.florisroelofsen.com/ [4] https://champollion.com/ [5] http://www.llf.cnrs.fr/fr/Gens/Ginzburg [6] http://www.jakubdotlacil.com/ [7] http://freevariable.nl/ [8] https://ling.sprachwiss.uni-konstanz.de/pages/home/romero/ [9] https://www.wataruuegaki.com/ [10] https://yimeixiang.wordpress.com/ [11] https://www.marialoni.org/ [12] https://todorkoev.weebly.com/

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CFP: WebNLG Challenge 2023 on low-resource languages (Breton, Maltese, Welsh and Irish) and on Russian
by Claire Gardent 14 Mar '23

14 Mar '23

WebNLG 2023: Call for Participation Special focus on multilingual NLG for under-resourced languages We are delighted to announce a new edition of the WebNLG challenge, which will take place in 2023. WebNLG 2023 will focus on multilingual generation for under-resourced languages. Registration If you intend to participate or if you download the data, please fill in this form 👍 https://docs.google.com/forms/d/e/1FAIpQLSfytc1rUMUOKrDc9vV658uiLh1_jUS7G0X… Motivation With the development of large-scale pretrained models, research in automatic text generation has acquired new impetus. Yet, the current state-of-the-art is dominated by a handful of languages, for which training data is relatively easy to acquire. At the same time, the field has recently witnessed some encouraging developments which focus on generation for under-resourced and under-represented languages. This trend is paralleled by a growing interest in multilingual models and applications in NLP more broadly. The WebNLG 2023 Challenge is being organised in response to these trends and specifically addresses generation in few-shot and/or zero-shot settings for four under-resourced languages. About WebNLG The WebNLG Challenge consists in mapping data, in the form of RDF triples, to natural language text. The input is a set of RDF triples sourced from DBPedia for example: (John_E_Blaha birthDate 1942_08_26) (John_E_Blaha birthPlace San_Antonio) (John_E_Blaha occupation Fighter_pilot) where the corresponding output text might be: John E Blaha, born in San Antonio on 1942-08-26, worked as a fighter pilot The WebNLG challenge was launched in 2017. A second edition, in 2020, extended the task to Russian, in addition to English. WebNLG 2023 The new edition of WebNLG focuses on four under-resourced languages which are severely under-represented in research on text generation, namely Maltese, Irish, Breton and Welsh. In addition, WebNLG 2023 will once again include Russian, which was first featured in WebNLG 2020. For WebNLG 2023, we are soliciting submissions encompassing a variety of approaches to automatic text generation, from neural architectures to rule-based systems. We especially encourage submissions addressing generation in few-shot or zero-shot settings. Data Development and test data is now available for all 5 languages, namely Breton, Maltese, Irish and Welsh (the target languages for WebNLG 2023), as well as Russian. Participants can download the development data; the test data will be reserved for the final evaluation. Data for each language was obtained by sourcing high-quality, professional translations of the original English texts in the WebNLG 2020 dev and test sets. Training data is also available for the original WebNLG English data and, as per WebNLG 2020, for Russian. In addition, we provide ‘noisy’ training data for the target languages (Maltese, Breton, Welsh and Irish), obtained via machine translation of the texts in the English WebNLG 2020 train split. Evaluation As in previous editions of WebNLG, submitted results will be evaluated using both automatic and human evaluation methods. I nstructions for participants Data and instructions for the task are available from the WebNLG repo: https://github.com/WebNLG/2023-Challenge Teams who submit systems for evaluation at WebNLG 2023 will subsequently be invited to contribute a short paper describing their approach and results. The task as a whole, as well as individual submissions, will be presented at a special session in an event to be announced later. General information about the WebNLG challenges can be found on the following URL: https://synalp.gitlabpages.inria.fr/webnlg-challenge/challenge_2023/ Timeline February 2023: First call for participation. Development data and noisy training data available. 8 June 2023: Release of test data 15 June 2023: Deadline for submission of system outputs. 15 August 2023: Deadline for submission of short papers describing systems. The final presentation of results will be held during a workshop. Current plans are to hold this in September 2023. Organisation WebNLG 2023 is being organised under the auspices of LT-Bridge, supported by the Horizon 2020 Work Programme Spreading Excellence and Widening Participation (WIDESPREAD) 2018-2020 and the ANR funded xNLG Chair on multi-lingual, multi-source NLG. Claire Gardent, CNRS/LORIA, Nancy, France Albert Gatt, Utrecht University, The Netherlands and University of Malta Claudia Borg, University of Malta Enrico Aquilina, University of Malta Anya Belz, Dublin City University, Ireland John Judge, Dublin City University, Ireland Liam Cripwell, CNRS/LORIA and Université de Lorraine, Nancy, France William Soto-Martinez, CNRS/LORIA and Université de Lorraine, Nancy, France Contact : webnlg-challenge(a)inria.fr

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RA/PhD position (language & vision & interaction) at Potsdam, 3yrs, from Nov 2023
by David Schlangen 14 Mar '23

14 Mar '23

#### Research Assistant / PhD Student, 3 Years We are looking to fill a research position (wissenschaftliche(r) Mitarbeiter*in, 75% TV-L) for November 1st, 2023, in the Computational Linguistics / NLP group led by David Schlangen at the University of Potsdam. The position comes with a small teaching load (3 hours per semester), but is mostly a research position offering time to work towards a PhD, on a topic relevant to the research interests of the group. (Language & vision, interaction / dialogue, embodied AI / human-robot interaction, self-explaining agents; see <http://clp.ling.uni-potsdam.de>.) The ideal candidate has an excellent degree in a related field (Computational Linguistics, Computer Science, Cognitive Psychology), strong programming skills, strong writing skills, intellectual curiosity, and the ability to carry a research project through. * Deadline for applications: March 31st 2023 * The Department of Linguistics at the University of Potsdam is a great place with many research activities (collaborative research center in linguistics; part of the University’s “designated research focus” on cognitive science); popular CL/NLP BA and MSc (taught in English); well established contacts with NLP industry in Berlin / Potsdam area. * Potsdam and the general Berlin/Potsdam metropolitan area is a great place to live. To apply, send a) a statement of research interests, relating them to the research of the group; b) electronic copies of your degree certificates; c) a CV with a list of publications, code repositories, etc, (if such already exists; otherwise, any other kind of writing and coding samples); d) the names of references, to David Schlangen ( first.last(a)uni-potsdam.de ), by email. For any enquiries, please also contact David Schlangen.

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1st Symposium on Challenges for Natural Language Processing (CNLPS’23), 20 September, 2023, Warsaw, Poland
by Marek Kubis 14 Mar '23

14 Mar '23

CALL FOR PAPERS 1st Symposium on Challenges for Natural Language Processing (CNLPS’23), 20 September, 2023, Warsaw, Poland, <https://fedcsis.org/sessions/aaia/cnlps>. Challenges for Natural Language Processing Symposium is a series of competitions oriented towards advancing human language technologies organized at 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023) <https://fedcsis.org>. The goal of the symposium is to evaluate natural language processing tools in demanding, non-obvious tasks that address multimodal problems, cross-lingual learning and processing of natural languages that are not widely represented in other evaluation campaigns. This year we invite all interested teams and individuals to participate in the following events: * PolEval Competition <https://fedcsis.org/sessions/aaia/cnlps/poleval> * Center for Artificial Intelligence Challenge on Conversational AI Correctness <https://fedcsis.org/sessions/aaia/cnlps/caiccaic> * Temporal Image Caption Retrieval Competition <https://fedcsis.org/sessions/aaia/cnlps/ticrc> Apart from the competitions, we also welcome submissions to the General Session that includes the topics listed below: * Corpora and Language Resources * Machine Learning in NLP * Speech Processing * Language Modeling * Conversational AI * Question Answering * Sentiment and Emotion Detection * Information Extraction IMPORTANT DATES Submission dates for each competition can be found at the respective websites. For the General Session the regular FedCSIS deadlines apply, i.e.: + Paper submission (strict deadline): May 23, 2023, 23:59:59 (AoE; there will be no extension) + Author notification: July 11, 2023 + Final paper submission and registration: July 31, 2023 + Conference date: September 17-20, 2023 ORGANIZERS Łukasz Kobyliński, Marek Kubis CONTACT cnlps2023(a)fedcsis.org <https://fedcsis.org/sessions/aaia/cnlps>

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Learning with Small Data -- 2nd CfP
by Sharid Loáiciga 14 Mar '23

14 Mar '23

Learning with Small Data September 11-12, 2023 CLASP, University of Gothenburg Come visit us in Gothenburg! Great topic, free registration, proceedings published in the ACL anthology, amazing keynote speakers: Aurélie Herbelot -- University of Trento Tal Linzen -- NYU & Google Danielle Matthews -- University of Sheffield https://sites.google.com/view/learning-with-small-data/home There is now an acute need for intensive research on the possibility of effective learning with small data. Our 2023 conference, LSD, is devoted to work on this problem, with application to computational linguistics. Learning with Small Data will bring together researchers from various areas to discuss the sustainability of current state of the art methods in computational linguistics which rely on very large models, such as GPT2-3, BERT, and XLNet. The conference encourages contributions from machine learning, computational linguistics, theoretical linguistics, philosophy, cognitive science, and psycholinguistics, as well as from artificial intelligence ethics and social policy. We hope to see innovative technical proposals, and we will cultivate a wide spectrum of views within a lively dialog on the issues that the conference addresses. The workshop is organized by CLASP, University of Gothenburg. https://gu-clasp.github.io/ ## Important Dates: Submission deadline: 2023 May 5, anywhere on Earth Notification of acceptance: 2023 June 12, anywhere on Earth Camera ready: 2023 August 14, anywhere on Earth Conference: 2023 September 11-12, not anywhere on Earth, but in Gothenburg Additional details in our website: https://sites.google.com/view/learning-with-small-data/home

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[PoliticES@IberLEF2023] IberLEF 2023 Task - PoliticEs: Political ideology detection in Spanish texts - Training set released!
by Salud María Jiménez Zafra 14 Mar '23

14 Mar '23

Training set released! SECOND CALL FOR PARTICIPATION IberLEF 2023 Task - PoliticEs: Political ideology detection in Spanish texts Held as part of the evaluation forum IberLEF 2023 <https://sites.google.com/view/iberlef-2023> in the XXXIX edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023 <http://sepln2023.sepln.org/en/home/>) September 26, 2023. Jaén, Andalusia, Spain Codalab link: https://codalab.lisn.upsaclay.fr/competitions/10173 Dear All, We are inviting researchers and students to participate in the shared-task PoliticEs 2023: Political ideology detection in Spanish texts, held as part of IberLEF 2023, the shared evaluation campaign for Natural Language Processing systems in Spanish and other Iberian languages, collocated with SEPLN 2023 Conference. The goal of this task is to extract political ideology information from Spanish texts. For this, an automatic document classification task on clusters of texts is proposed. It consists of extracting the self-assigned gender and profession as demographic traits, and the political ideology as a psychographic trait from a set of texts written in Spanish from several authors that share those traits. Political ideology is considered as a binary and as a multiclass problem. The PoliticES 2023 shared task is based on a previous task named PoliticES 2022 presented at IberLEF2022 (García-Díaz et. al. 2022b) where the dataset was an extension of the PoliCorpus 2020 dataset (García-Díaz et al., 2022a). The novelty of this year is that participants will work with clusters of texts written by different users, but with the same traits, instead of profiling users to prevent legal and ethical issues. The participants will be provided development, development_test, training and test datasets in Spanish from an extension of the PoliCorpus 2020 (García-Díaz et al., 2022) and the corpus used for the PoliticES 2022 shared task (García-Díaz et. al. 2022b). The dataset was collected between 2020 and 2022 from the Twitter accounts of politicians, political journalists and celebrities in Spain using the UMUCorpusClassifier (García-Díaz et al., 2020). We automatically created clusters of texts mixing some of these extracted tweets in order to prevent ethical and privacy issues about author profiling in Twitter. Each cluster is composed of 80 tweets written by different users that share all the traits under evaluation. We labeled each cluster with the self-assigned gender (male, female), profession (politician, celebrity, journalist) and political spectrum on two axes: binary (left, right) and multiclass (left, moderate_left, moderate_right, right). Moreover, the Twitter mentions of the politicians were anonymised by replacing them with the token @user. In addition, other Twitter accounts mentions were also encoded as @user. Other entities, such as political party references, are also replaced with the @political_party token. Consequently, the text traits cannot be guessed trivially by reading the user's name and searching information on them on the Internet. The dataset is composed of approximately 2800 different clusters. Finally, in order to facilitate participation in the competition, a notebook with two baselines will be provided. The first one will be based on BoW and the second one will be based on Transformers. To download the data, the notebook and participate, go to https://codalab.lisn.upsaclay.fr/competitions/10173. Yesterday, we released the training dataset that can be found in the "Files" subsection of the "Participate" tab. It is worth mentioning that this dataset includes all the instances that were also released during the Practice stage; so, it is not needed to combine both datasets. Finally, remember that the CodaLab competition is open to submit your results with the development dataset provided. This dataset is also available in the same section as the training dataset. Best regards, The PoliticES 2023 organizing committee References - García-Díaz, J. A., Almela, Á., Alcaraz-Mármol, G., & Valencia-García, R. (2020). UMUCorpusClassifier: Compilation and evaluation of linguistic corpus for Natural Language Processing tasks. Procesamiento del Lenguaje Natural, 65, 139-142. - García-Díaz, J. A., Colomo-Palacios, R., & Valencia-García, R. (2022a). Psychographic traits identification based on political ideology: An author analysis study on Spanish politicians’ tweets posted in 2020. Future Generation Computer Systems, 130(1), 59-74. - García-Díaz, J. A., Jiménez Zafra, S. M., Martín Valdivia, M. T., García-Sánchez, F., Ureña López, L. A., & Valencia García, R. (2022b). Overview of PoliticEs 2022: Spanish Author Profiling for Political Ideology. Procesamiento del Lenguaje Natural, 69, 265-272. Important dates - Release of development corpora: Feb 13, 2023 - Release of training corpora: Mar 13, 2023 - Release of test corpora and start of evaluation campaign: Apr 17, 2023 - End of evaluation campaign (deadline for runs submission): May 3, 2023 - Publication of official results: May 5, 2023 - Paper submission: May 29, 2023 - Review notification: Jun 17, 2023 - Camera ready submission: Jun 27, 2023 - IberLEF Workshop (SEPLN 2023): Sep 26, 2023 (Jaén, Andalusia, Spain) - Publication of proceedings: Sep ??, 2023 Organizing committee - José Antonio García-Díaz (UMUTeam, Universidad de Murcia) - Salud María Jiménez-Zafra (SINAI, Universidad de Jaén) - María-Teresa Martín Valdivia (SINAI, Universidad de Jaén) - Francisco García-Sánchez (UMUTeam, Universidad de Murcia) - L. Alfonso Ureña-López (SINAI, Universidad de Jaén) - Rafael Valencia-García (UMUTeam, Universidad de Murcia) [image: Universidad de Jaén] <http://www.uja.es/> *Salud María Jiménez Zafra* sjzafra(a)ujaen.es Universidad de Jaén Grupo de Investigación SINAI <http://sinai.ujaen.es/> | Departamento de Informática EPS Jaén, Edificio A3, Despacho 219 Campus Las Lagunillas s/n 23071 - Jaén | +34 953212992 [image: Universidad de Jaén] <http://www.uja.es/>

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Second CfP: Workshop on Individual Differences in Pragmatics and Discourse (IndiPRAG)
by Jia Loy 14 Mar '23

14 Mar '23

[With apologies for cross-posting] Second call for submissions for the Workshop on Individual Differences in Pragmatics and Discourse (IndiPRAG). Important dates: Submission deadline: 1st May 2023 Notification date: 5th June 2023 Workshop dates: 18th September (all day) and 19th September (morning) 2023 Workshop venue: Saarland University, Saarbrücken, Germany (the workshop is collocated with XPRAG in Paris, 20th-23rd September) ** Call for submissions: Experimental research in pragmatics and discourse processing has consistently found that not all comprehenders behave the same: while some seem to draw rich pragmatic inferences, others respond in a way that is more consistent with a literal interpretation (Fairchild & Papafragou, 2021; Mayn & Demberg, 2022). Similarly for discourse inference, experiments have found differences with respect to the sensitivity to discourse cues and the readiness for discourse predictions between participants (Scholman, Demberg & Sanders, 2020; Tskhovrebova, Zufferey & Gygax, 2022). This workshop aims to bring together researchers interested in exploring individual differences at the level of pragmatics and discourse, as well as methods for relating those differences to cognitive properties, and approaches for modelling the mechanism driving the individual differences effects. IndiPRAG Workshop invites submissions of abstracts addressing the following questions: - To what extent do pragmatic processing and discourse inferences differ between individuals? - How consistent are interpretation biases across different types of pragmatic implicatures? - What individual difference measures are particularly suitable for measuring IDs related to pragmatic processing? - How can we computationally model individual differences in discourse and pragmatics? - What statistical methods are best suited to identifying latent groups of participants and relating ID measures to task performance? ** Formatting guidelines: The abstracts must not exceed 1000 words for the text (excl. captions), 10000 characters for references, 2 figures. Abstracts should be submitted in PDF format, with 2.54 cm margins on all sides and 12 point font size, single-spaced. Please indicate up to three appropriate keywords for your abstract, which will be used for session planning. Abstracts must be written in English and should include a title but no information revealing the author(s). We welcome submissions for work that is being considered by other conferences, workshops, or journals. Submissions should be handed in via easychair: https://easychair.org/conferences/?conf=indiprag2023 ** We will have invited talks by: Kirsten Abbot-Smith, University of Kent Morten Christiansen, Cornell University Craig Hedge, Aston University Petra Hendriks, University of Groningen Antje Meyer & Florian Hintz, MPI for Psycholinguistics Nijmegen ** IndiPRAG is being organised by: Vera Demberg, Jia Loy, Alexandra Mayn, Dongqi Pu, Margarita Ryzhova, Merel Scholman, Sebastian Schuster You can contact us at: indiprag(a)lst.uni-saarland.de

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