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[CfP] 1st Call for Contributions to WISDOMS - ethics, values, and knowledge graphs
by Stefano De Giorgis 26 Jan '24

26 Jan '24

[Apologies for potential crossposting] We are excited to announce the call for papers for WISDOMS 2024, a workshop focusing on the integration of data semantics, ontologies, moral values, and their societal impact. About the Workshop: The growing influence of AI in our daily lives has transformed both the digital landscape and the way we generate, extract and represent information. The surge in using Large Language Models (LLMs) not only in academia and industry but among the public, has made it increasingly important to address the alignment of AI tools to moral and cultural human values. Despite ongoing governmental work on developing ethical guidelines and practical requirements for AI, for academic and industrial applications there is a particular importance to ensure that the research respective practical methods follow ethical practices and that the outcomes do not conflict with moral values. As hybridizing knowledge structures and semantic data with generative AI has a high impact potential for the development of increasingly more complex and intelligent systems, it becomes of the utmost important that such innovation adheres to the EU’s objective of realizing AI applications that are dependable, robust, explicable, ethically guided, and therefore trustworthy. The first edition of WISDOMS, the Workshop on Integrating the Semantics of Data, Ontologies, Moral and cultural values and their Societal impact, aims to provide an interdisciplinary platform for researchers, practitioners, and those curious enough to explore the convergence of ethics, socio-behavioral norms, moral and cultural values, with hybrid neuro-symbolic knowledge structures and generative AI. Join us in discussing the socio-ethical boundaries of AI innovation! Important Dates: • Submission Deadline: March 7, 2024 • Author Notification: April 4, 2024 • Final Version Due: April 18, 2024 • Workshop Dates: May 26/27, 2024 List of Topics: WISDOMS invite paper contributions related (but not restricted to) the following areas: • Ethical dilemmas in value knowledge representation • Development of value-centric vocabularies and ontologies • Societal impact of (non-)ethical AI • Moral and cultural value knowledge graphs and semantic resources • Value-driven system design and explainability • Value-sensitive autonomous agents • Neuro-symbolic and hybrid semantic web tools for moral reasoning in AI Type of Contributions: We welcome diverse contributions including research papers, case studies, and theoretical explorations that align with the workshop's themes. We accept four types of contributes: • Full Papers (10-12 pages excluding references) • Short Papers (5-8 pages excluding references) • Position Papers (1-4 pages excluding references, not included in the proceedings) • Extended Abstracts of recently published papers (1-4 pages excluding references, not included in the proceedings) Submissions must be sent via Easychair and should be formatted in CEUR 1-column format (template available on workshop website). For inclusion in the workshop, at least one of the authors of accepted papers needs to register at ESWC 2024 and participate on-site at WISDOMS. Location: WISDOMS is co-located with ESWC 2024 held on the beautiful island city Hersonissos, Crete, Greece. This year, ESWC has the timely theme on Fabrics of Knowledge: Knowledge Graphs and Generative AI. Join us at WISDOMS to add a flair of ethics to the main conference! We look forward to your valuable contributions to a fruitful and thought-provoking discussion on these critical issues. Best regards, Stefano De Giorgis Luana Bulla Maria Hedblom Luc Steels Stefano De Giorgis Postdoctoral Researcher in Digital Humanities stefano.de.giorgis(a)gmail.com

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[CFP] Special Issue on "Information Extraction and Language Discourse Processing" of Journal Information (ISSN 2078-2489)
by Jennifer D'Souza 26 Jan '24

26 Jan '24

*apologies if you received multiple copies of this call* The open access journal /Information/ is arranging a Special Issue on “Information Extraction and Language Discourse Processing” topic. As Guest Editor for this Special Issue, we would like to invite you to contribute a review or research article. The submission deadline will be /*30 April 2024*/. If you are interested in submitting, the journal office will do its best to apply for the maximum discount for you. You can see more details at the link: https://www.mdpi.com/journal/ information/special_issues/WYS02U2GTD Yours cordially, Dr. Jennifer D'Souza Prof. Dr. Chengzhi Zhang Guest Editors

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CFP: Multilingual Euphemism Detection: Shared Task at FigLang 2024 (NAACL 2024)
by Anna Feldman 26 Jan '24

26 Jan '24

Multilingual Euphemism Detection https://www.codabench.org/competitions/1959/ Multilingual Euphemism Detection Shared Task <https://www.codabench.org/competitions/1959/> <https://www.codabench.org/competitions/1959/> for the Fourth Workshop on Figurative Language Processing <https://sites.google.com/view/figlang2024/call-for-papers> co-located with NAACL 2024 <https://2024.naacl.org/>. Euphemisms are a linguistic device used to soften or neutralize language that may otherwise be harsh or awkward to state directly (e.g. "between jobs" instead of "unemployed", "late" instead of "dead", "collateral damage" instead of "war-related civilian deaths"). By acting as alternative words or phrases, euphemisms are used in everyday language to maintain politeness, mitigate discomfort, or conceal the truth. While they are culturally-dependent, the need to discuss sensitive topics in a non-offensive way is universal, suggesting similarities in the way euphemisms are used across languages and cultures. Terms which may be used euphemistically sometimes require context to determine a euphemistic usage: *"Asked to choose between jobs and the environment, a majority -- at least in our warped, first-past-the-post system -- will pick jobs."* [ non-euphemistic] vs. *"This summer, the budding talent agent was between jobs and free to babysit pretty much any time."* [euphemistic] In this shared task, participants are invited to develop approaches and models to disambiguate texts (in multiple languages) as either euphemistic or not. Participants are encouraged to develop multilingual and cross-lingual approaches. Important dates: - 1/25/24: Competition opens; participants develop approaches on training data and labels - 2/15/24: Test data is released; performances will be tracked on Codabench dashboard - 2/25/24: Last day to submit predictions on test data - 3/10/24: Papers describing approaches are due - 4/14/24: Notification of acceptance - 4/24/24: Final paper submission - 6/21/24 or 6/22/24: FigLang 2024 Workshop

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1st CfP: LEGAL 2024 - Legal and Ethical Issues in Human Language Technologies Workshop
by info＠elda.org 25 Jan '24

25 Jan '24

[Apologies for cross-postings] 1st CfP LEGAL 2024 Legal and Ethical Issues in Human Language Technologies Workshop at LREC-COLING 2024, Turin, Italy https://legal2024.mobileds.de/ May 25, 2024 About the Workshop 2023 is likely to be remembered as a year dominated by discussions about Artificial Intelligence (AI) and Large Language Models (LLM). These technologies require data to be collected and utilized in unprecedented amounts. Large sets of Language data are owned by stakeholders that are not necessarily involved in the development of such technologies. To use these sets for AI and LLM, it is essential to repackage and repurpose them for such endeavor. Language data, despite their intangible nature, are often subject to legal constraints which need to be addressed in order to guarantee lawful access to and re-use of these data. In recent years, considerable efforts have been made to adapt legal frameworks to the advancements in technology while taking into account the interests of various stakeholders. From the technological perspective, the strict consideration of legal aspects imposes further questions besides pure recording technology and participant consent. This arises in several key elements: - What is the Intellectual Proprietary status of Large Language sets, the corresponding Large Language Models, and their potential outputs? - How can identifying information used in deep learning be removed or anonymized (and is this mandatory), how reliable are predictions/ models based on anonymized data? - Which impact does this have on the usability, computational costs? The purpose of this full-day workshop is to build bridges between technology and legal framework, and discuss current legal and ethical issues in the human language technology sector. Important Dates Submission Deadline: March 4, 2024 Notification of Acceptance: March 30, 2024 Camera ready: April 5, 2024 Workshop Day: May 25, 2024 Topics - Impact of statutory exceptions on text and speech data mining practices in the field of Human Language Technologies. - Impact of the regulatory environment at the international level (e.g. EU Data Act, Digital Governance Act, Digital Services Act, AI Act; the Chinese “2023 draft rules on generative AI”, the USA Blueprint for an AI Bill of Rights and other international or national regulations) on the circulation and use of language data. - Legal issues related to the production and use of Large Language Models (Intellectual Property, Data Governance and Data Protection aspects). - Concrete applications as to how language technologies can help resolve legal issues related to data collection, data sharing and data reuse. - Ethical considerations related to personal data collection and re-use - Trust and transparency in language and speech technologies - Efficient anonymization techniques, and the related responsibility, and their impact on usability and performance - Re-identification issues/De-anonymization approaches and techniques - Harmonizing differing perspectives of data scientists and legal experts, worldwide Submission 1500-2000 words extended abstracts are needed at first for submission. The full papers will be published as workshop proceedings along with the LREC-COLING main conference. For these, the instructions of the main conference need to be followed @ https://lrec-coling-2024.org/authors-kit/ START Submission Page: https://softconf.com/lrec-coling2024/legal2024/ Identify, Describe and 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). Organizers Ingo Siegert, OvG University Magdeburg (Germany) Khalid Choukri, ELRA/ELDA (France) Pawel Kamocki, IDS Mannheim (Germany) Kossay Talmoudi, ELDA (France)

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PHD THESIS (UClouvain) - iRead4skills : Intelligent Reading Improvement System for Fundamental and Transversal Skills Development
by Thomas François 25 Jan '24

25 Jan '24

Job : Ph.D. student (UClouvain ) : iRead4skills : Intelligent Reading Improvement System for Fundamental and Transversal Skills Development L'UCLouvain recherche un chercheur ou une chercheuse pour un doctorat en traitement automatique du langage - bourse de doctorat à temps plein (100%) pour une durée de deux ans - pour le Centre de traitement automatique du langage (CENTAL), de l'Institut langage et communication (ILC) à l’UCLouvain (Louvain-la-Neuve) - entrée en fonction: 1er mars 2024 (négociable) Cette proposition de bourse de doctorat s’intègre dans le cadre du projet Européen iRead4Skills - Système intelligent d’amélioration de la lecture pour le développement des compétences fondamentales et transversales (https://iread4skills.com/fr/). Il s’agit d’un projet de recherche et d’innovation financé par la Commission européenne : HORIZON-CL2-2022-TRANSFORMATIONS-01-07, réalisé en collaboration avec 8 partenaires disséminés en Espagne, au Portugal et en Belgique. Le chercheur ou la chercheuse recruté sera intégré dans l’équipe du Centre de traitement automatique du langage (CENTAL, https://uclouvain.be/fr/instituts-recherche/ilc/cental)<https://uclouvain.be/fr/instituts-recherche/ilc/cental)%C3%A0> à Louvain-la-Neuve (Belgique). Le projet iRead4Skills vise àpromouvoir le développement des compétences en lecture chez des adultes faibles lecteurs à travers un système intelligent innovant qui évalue la complexité des textes et suggère des lectures adaptées au niveau de l’utilisateur. Le système pourra également être utilisé par les formateurs pour la sélection ou l’adaptation de textes d’un niveau de complexité approprié pour leurs étudiants. Enfin, via la production d’un diagnostic précis sur les lieux de difficulté des textes, le système pourra servir pour l’assistance à la simplification des textes. Le projet se situe donc à l’intersection entre les domaines de la lisibilité, de la simplification automatique de textes et de l’enseignement de la lecture à des faibles lecteurs. Un calendrier des objectifs du projet est disponible sur le site (https://iread4skills.com/fr/activites/#calendrier-projet). Ce projet bénéficie de plusieurs atouts. D’une part, il est ancré au sein d’un laboratoire dont les recherches en lisibilité et en simplification automatique de textes sont reconnues internationalement. D’autre part, il s’inscrit dans un solide consortium regroupant des experts représentatifs des différentes disciplines nécessaires à la bonne réalisation du projet. Au sein de projet, le rôle du doctorant ou de la doctorante engagé(e) consistera à mener la partie des recherches qui concerne surtout le développement des outils de lisibilité, à savoir (1) développer de nouvelles métriques de lisibilité aptes à prendre en compte les caractéristiques pédagogiques spécifiques au public des faibles lecteurs et illettrés ; (2) mettre au point un modèle machine learning (classique et/ou deep learning) sur la base d’un corpus de textes dont la difficulté globale et de certains éléments textuels aura été annotés par des professeurs et des faibles lecteurs. La quantité de données étant relativement limitée, la personne engagée sera aussi amenée à explorer des pistes basées sur les larges modèles de langue et le few-shot. Ensuite, (3) sur la base de cette annotation, il s’agira de participer au développement de l’outil diagnostic permettant d’identifier les segments difficiles à lire dans un texte et (4) d’intégrer ce modèle de lisibilité au sein d’un prototype disponible sur un site web. Le chercheur ou la chercheuse devra également assurer la diffusion des résultats obtenus via des publications scientifiques et rédiger une thèse de doctorat. Il ou elle sera amené à collaborer étroitement avec les autres membres de l’équipe en vue d’assurer la bonne réalisation de ces tâches. Quelques missions sont aussi prévues dans les universités partenaires, afin d’assurer une bonne collaboration au sein du consortium. Un budget est également prévu pour des déplacements en conférence pour les publications scientifiques en lien avec le projet. Environment de travail Le CENTAL est rattaché à l’Institut Langage & Communication (https://uclouvain.be/fr/instituts-recherche/ilc), qui fait partie de l’UCLouvain. Cette université est située à Louvain-la-Neuve (https://uclouvain.be/fr/sites/louvain-la-neuve), une ville piétonne, agréable à vivre et très dynamique. Le projet de recherche sera réalisé sous la direction du Pr. Thomas François (https://cental.uclouvain.be/team/tfrancois/), expert en lisibilité et en simplification automatique de la langue. Qualifications et aptitudes requises Le candidat répondra aux qualifications suivantes : * Être porteur d’un master en Linguistique computationelle, en Traitement automatique du langage (TAL), ou en Informatique (option en Intelligence artificielle). * Faire montre d’un excellent parcours académique * Disposer de bonnes compétences informatiques : * langages de programmation : Python, R (ou similaire) * la connaissance de scikit-learn, pandas, tensorflow/keras et/ou pytorch * systèmes : Linux de préférence * Bonne connaissance des principaux outils et algorithmes du TAL. La connaissance des réseaux de neurones profonds est un plus. * Excellente maîtrise du français (niveau C1 minimum) et bonne connaissance de l’anglais (niveau B2 minimum) * Une expérience pédagogique dans le domaine du français langue étrangère ou de l’alphabétisation est un plus. * Autonomie, curiosité, sens du travail en équipe, capacité d’écoute et d’analyse des besoins, réactivité. Conditions d’engagement : Cette bourse de doctorat est soumise aux conditions suivantes : * À la date d’engagement, le doctorant doit être titulaire depuis au maximum 3 ans* d’un grade académique de master 120 crédits ou d’un grade reconnu comme équivalent. * Le montant net de la bourse est d’environ 2 370 euros par mois. * Le doctorant devra se domicilier en Belgique pour des raisons légales. Important : le financement actuel est prévu pour 2 ans et devra être complété afin de permettre l’achèvement de la thèse, prévue sur 4 années. Pour ce faire, le chercheur sera amené à candidater à des financements en vue de compléter cette bourse et sera soutenu par le laboratoire dans cette optique. * Le délai maximum fixé ci-dessus est augmenté d’une année par accouchement et/ou par adoption. Dossier de candidature : Date limite de remise du dossier : 20 février Si vous êtes intéressé par ce poste, merci d'envoyer votre dossier de candidature à Thomas François par mail (thomas.francois(a)uclouvain.be<mailto:thomas.francois@uclouvain.be>). Celui-ci devra inclure : 1. un curriculum vitae détaillé en français ou anglais reprenant les différentes qualifications et aptitudes requises, les détails de votre parcours académique (grades, listes de cours), ainsi que les éventuelles publications et autres expériences académiques et scientifiques ; 2. une lettre de motivation en français, décrivant votre intérêt pour le poste, comment votre profil répond à la description du poste et aux objectifs du projet, etc. (maximum 2 pages) ; 3. une lettre de référence en français ou en anglais de la part d’un ou d’une de vos professeur(e)s. Les candidats retenus seront invités à participer à un entretien via vidéo-conférence selon des modalités qui leur seront ensuite transmises par mail. Plus d'informations : Les questions concernant le poste ou la procédure de candidature doivent être envoyées par e-mail à Thomas François (thomas.francois(a)uclouvain.be<mailto:thomas.francois@uclouvain.be>) avant le 20 février. Thomas François Chargé de cours en linguistique appliquée Faculté de Philosophie, Arts et Lettres Université catholique de Louvain Institut Langage et Communication, PLIN, CENTAL et TeaMM Place Montesquieu, 3 - box L2.06.04 • B-1348 Louvain-la-Neuve • Belgium Tél. : +32 (0)10 / 47 37 36

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UCREL NLP Summer School 2024 - Lancaster University, UK
by El-Haj, Mo 25 Jan '24

25 Jan '24

Dear all, We are delighted to announce the return of the UCREL NLP Summer School in 2024, and registration is now open https://ucrel.lancs.ac.uk/uss2024/. The summer school will take place from Wednesday to Friday, 24-26 July 2024, at Lancaster University's InfoLab21, Lancaster, UK. With a program featuring distinguished speakers, engaging tutorials, and a focus on early-stage PhD students with a background in NLP and Python programming, this event offers a blend of learning, networking, and hands-on experience on topics in Natural Language Processing. What to Expect: . In-depth exploration of the latest advancements in NLP. . Insights from renowned experts in the field. . Engaging tutorials to enhance your NLP skillset. . A poster session showcasing your research. . A hands-on mini hackathon for practical experience. Your registration fees now include all meals (breakfast, lunch, and dinner) in addition to refreshments throughout the event. Furthermore, your fees encompass accommodation on our beautiful campus, conveniently located within walking distance of the venue, ensuring a seamless and enjoyable experience. Please note that the number of available spots is 'very' limited. To take advantage of the early bird rate, which will be available until March 1st, 2023, we encourage you to secure your place promptly by visiting: https://ucrel.lancs.ac.uk/uss2024/. The website will show most up-to-date information, including details about speakers and the comprehensive program. The summer school is organised by the UCREL NLP Group at Lancaster University: https://ucrel.lancs.ac.uk. We are genuinely excited to welcome you back to our beautiful campus. Best wishes, Mo -------------------------------- Dr Mo El-Haj Senior Lecturer in NLP Director of Admissions (SCC) Co-Director of UCREL NLP Group Natural Language Engineering (NLE) Journal Editorial Board https://www.cambridge.org/core/journals/natural-language-engineering Advisory Board of the Natural Language Processing Book Series https://benjamins.com/catalog/nlp School of Computing and Communications, Lancaster University, UK https://www.lancaster.ac.uk/staff/elhaj

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2nd CFP: First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024
by Paul Thompson 25 Jan '24

25 Jan '24

First Workshop on Patient-Oriented Language Processing (CL4HEALTH) @ LREC-COLING 2024 https://bionlp.nlm.nih.gov/cl4health2024/ Torino, Italy (co-located with LREC-COLING 2024) May 20, 2024 SCOPE This first workshop on patient-oriented language processing aims to establish a general venue for presenting research and applications focused on patients’ needs, including summarizing health records for the patients, answering consumer-health questions using reliable resources, detecting misinformation or potentially harmful information, and providing multi-modal information, such as video, if it better satisfies patients’ needs. Such a venue is needed both to invigorate patient-oriented language processing research and to build a community of researchers interested in this area. The growing interest in this topic is fueled by several current trends: - a proliferation of online services that target patients but do not always act in their best interests - policy changes that allow patients to access their health records written in the professional vernacular, which may confuse the patients or lead to misinterpretation; - replacement of customer services with chat bots; and - the increasing tendency of patients to consult online resources as a second or even first opinion on their health problems. We invite papers concerning all areas of language processing focused on patients’ health. The workshop will be centered on language technologies for health-related issues concerning the public that include, but are not limited to: - accessibility and trustworthiness of health information provided to the public - explainable and evidence-supported answers to consumer-health questions - accurate summarization of patients’ health records at their health-literacy level - understanding patients' non-informational needs through their language, and accurate and accessible interpretations of biomedical research Broadly, CL4Health is concerned with the resources, computational approaches, and behavioral and socio-economic aspects of the public interactions with digital resources in search of health-related information that satisfies their information needs and guides their actions. The topics of interest for the workshop include but are not limited to the following: - Health-related information needs and online behaviors of the public - Quality assurance and ethics considerations in language technologies and approaches applied to text and other modalities for public consumption - Summarization of EHR data for patients - Detection of misinformation in health-related resources and mitigation of potential harms - Consumer-health question answering - Biomedical text simplification/adaptation - Dialogue systems to support patients’ interactions with clinicians, healthcare systems, and online resources - Linguistic resources, data and tools for language technologies focusing on consumer health - Resources, strategies and metrics for system testing and evaluation - Infrastructures and pre-trained language models for consumer health - Processing and annotation platforms - Synthetic data generation and data augmentation. IMPORTANT DATES March 15, 2024 - Paper submissions due April 5, 2024 - Camera-ready papers due May 20, 2024 - Workshop @ LREC-COLING SUBMISSIONS Two types of submissions are invited: - Full papers: should not exceed eight (8) pages of text, plus unlimited references. These are intended to be reports of original research. - Short papers: may consist of up to four (4) pages of content, plus unlimited references. Appropriate short paper topics include preliminary results, application notes, descriptions of work in progress, etc. Electronic Submission: Submissions must be electronic and in PDF format, using the Softconf START conference management system. Submissions need to be anonymous. Submission site: https://softconf.com/lrec-coling2024/cl4health2024/ Dual submission policy: papers may NOT be submitted to the workshop if they are or will be concurrently submitted to another meeting or publication. INVITED TALKS - Barbara Di Eugenio, University of Illinois Chicago - Abeed Sarker, Associate Professor and Vice Chair for Research in Biomedical Informatics @ Emory School of Medicine - Natalia Grabar, CNRS Researcher, Université de Lille ORGANIZERS - Dina Demner-Fushman, US National Library of Medicine - Sophia Ananiadou, National Centre for Text Mining and University of Manchester, UK - Paul Thompson, National Centre for Text Mining and University of Manchester, UK - Brian Ondov, US National Library of Medicine

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Call for Papers: 7th Laughter and Other Non-Verbal Vocalisations Workshop - July 16-17 2024
by Bogdan Ludusan 24 Jan '24

24 Jan '24

Call for Papers: 7th Laughter and Other Non-Verbal Vocalisations Workshop - July 16-17 2024 We are excited to announce the 7th Laughter and Other Non-Verbal Vocalisations Workshop (bit.ly/LaughterWorkshop2024) on July 16-17 at Queen’s University Belfast. The workshop will be a pre-conference event, part of the 2024 Conference of the International Society for Research on Emotion (www.isre2024.org). Non-verbal vocalisations in human-human and human-machine interactions play important roles in displaying social and affective behaviours and in managing the flow of interaction. Laughter, sighs, clicks, filled pauses, and short utterances such as feedback responses are among some of the non-verbal vocalisations that are being increasingly studied from various research fields. However, much is still unknown about the phonetic or visual characteristics of non-verbal vocalisations (production/encoding), their relations to the social actions they are part of, their perceived meanings (perception/decoding), and their ordering in interaction. Furthermore, with the increased interest for more naturalness in human-machine interaction, current times also invite exploring how these phenomena can be integrated in speech applications. Research themesinclude, but are not restricted to, these aspects of laughter and other non-verbal vocalisations: * Articulation, acoustics, and perception * Interaction and pragmatics * Affective and evaluative meanings * Social perception and organisation * Disfluency * Technology applications Researchers are invited to submit extended abstracts(2 pages long, including figures and references) describing their work, including work in progress. The deadline for submission is March 15th, 2024. More information about the submission process can be found on our website (bit.ly/LaughterWorkshop2024). There will be twokeynote presentations on the topics treated by the workshop, delivered by Prof. Carolyn McGettigan (University College London, UK) and Prof. Margaret Zellers (Kiel University, Germany). Looking forward to receiving your contributions and welcoming you at the workshop in July! Best wishes, The LW2024 Organising Committee Bogdan Ludusan <https://sites.google.com/view/bogdanludusan/home>, Bielefeld University, GermanyMarina Cantarutti <https://www.york.ac.uk/language/people/academic-research/marina-cantarutti/>, University of York, United Kingdom For further information or questions regarding the workshop you can contact the organisers at the following email address: LaughterWorkshop2024(a)gmail.com <mailto:LaughterWorkshop2024@gmail.com>

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CODI workshop: call for submissions of Findings papers
by Chloé Braud 24 Jan '24

24 Jan '24

CODI, 5th Workshop on Computational Approaches to Discourse 2024-03-21 - EACL 2024 - Malta ** Submission deadline for findings papers: January 30th, 2024 ** We are inviting submissions of EACL Findings papers looking for a presentation slot: please submit your paper (category; 'Findings' and 'non-archival) by January 30th at: https://softconf.com/eacl2024/CODI-2024/ Acceptance decisions will be made based on the quality of the paper and its fit with the workshop. Website link: https://sites.google.com/view/codi2024

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Call for Papers: FigLang 2024 (Workshop on Figurative Language Processing)
by dghosh＠ets.org 24 Jan '24

24 Jan '24

Processing of figurative language is a rapidly growing area in NLP, including computational modeling of metaphors, idioms, puns, irony, sarcasm, simile, and other figures. Characteristic to all areas of human activity (from poetic, ordinary, scientific, social media) and, thus, to all types of discourse, figurative language becomes an important problem for NLP systems. Its ubiquity in language has been established in a number of corpus studies and the role it plays in human reasoning has been confirmed in psychological experiments. This makes figurative language an important research area for computational and cognitive linguistics, and its automatic identification, interpretation and generation indispensable for any semantics-oriented NLP application. The proposed workshop will be the fourth edition of the biennial Workshop on Figurative Language Processing, whose first editions were held at NAACL 2018, ACL 2020 and EMNLP 2022, respectively. The workshop builds upon a long series of related workshops that the current organizers have been involved with: “Metaphor in NLP” series (2013-2016) and “Computational Approaches to Linguistic Creativity” series (2009-2010). We expand the scope to incorporate various types of figurative language, with the aim of maintaining and nourishing a community of NLP researchers interested in this topic. The main focus will be on computational modeling of figurative language, however papers on cognitive, linguistic, social, rhetorical, and applied aspects are also of interest, provided that they are presented within a computational, formal, or a quantitative framework. Recent advancement in language models have led to several works on figurative language understanding (Chakrabarty et al 2022a; Chakrabarty et al 2022b; Liu et al 2022; Hu et al 2023) and generation (Stowe et al 2021; Chakrabarty et al 2021; Sun et al 2022; Tian et al 2021) At the same time large language models have opened up opportunities to utilize figurative language in scientific (Kim et al 2023) as well as creative writing (Chakrabarty et al 2022c; Tian et al 2022). Additionally there have also been recent work on multimodal figurative language generation (Chakrabarty et al 2023; Akula et al 2023), understanding (Hessel et al 2023; Yosef et al 2023) and interpretation (Hwang et al 2023; Desai et al 2022; Kumar et al 2022). We encourage submissions along these axes. Topics of Interest The workshop will solicit both full papers and short papers for either oral or poster presentation. Topics will include, but will not be limited to, the following: Identification and interpretation of different types of figurative language: Linguistic, conceptual and extended metaphor; irony, sarcasm, puns, simile, metonymy, personification, synecdoche, hyperbole Generation of different types of figurative language: sarcasm, simile, metaphors, humor, hyperbole Multilingual and multimodal figurative language processing Resources and evaluation Annotation of figurative language in corpora Datasets for evaluation of tools Evaluation methodologies Figurative use in low-resource languages Processing of figurative language for NLP applications Figurative language in sentiment analysis; dialogue systems; computational social science; educational applications Figurative language and mental health Figurative language in digital humanities Figurative language in creative writing Figurative language and cognition Cognitive models of processing of figurative language by the human brain Human-AI collaboration for figurative language Shared Tasks Multilingual euphemisms detection: Euphemisms are a linguistic device used to soften or neutralize language that may otherwise be harsh or awkward to state directly (e.g. "between jobs" instead of "unemployed", "late" instead of "dead", "collateral damage" instead of "war-related civilian deaths"). By acting as alternative words or phrases, euphemisms are used in everyday language to maintain politeness, mitigate discomfort, or conceal the truth. While they are culturally-dependent, the need to discuss sensitive topics in a non-offensive way is universal, suggesting similarities in the way euphemisms are used across languages and cultures. We propose a shared task in which participants will need to disambiguate sentences in multiple languages as either euphemistic or not. The dataset will include English, Mandarin, Spanish, Yoruba, and possibly additional languages. Understanding of Figurative Language through Visual Entailment: One important modality that has gained interest recently is vision, namely the interpretation of figurative language in media such as memes, art, or comics. This task is challenging because it involves reasoning abstractly about images, and also involves understanding social commonsense and cultural context. We will frame this as a visual entailment task where a model not only has to predict if a caption entails the content in the image but also provide free text explanations justifying the label prediction. These tasks have proved difficult for state-of-the-art multimodal models in the past. We will have a paper and a baseline for the same. Important Dates Long, Short & Demonstration Paper Submission: March 10th, 2024 Long, Short & Demonstration Paper Notification: April 14th, 2024 Final Paper Submission: April 24th, 2024 Workshop: June 21/22, 2024 For more information, please check https://sites.google.com/view/figlang2024

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