November 2024 - Corpora

Opera Graeca Adnotata (v0.2.0)
by Giuseppe G. A. Celano 25 Nov '24

25 Nov '24

Dear All, I am delighted to announce the release of Opera Graeca Adnotata (v0.2.0). With its 1,999 texts and 40M+ tokens, Opera Graeca Adnotata is the largest multilayer corpus for Ancient Greek online. The corpus can be queried through ANNIS 4 <https://annis.varro.informatik.uni-leipzig.de/?id=f49da342-4db7-4283-b6c1-3…> or be downloaded from Zenodo <https://zenodo.org/records/14206061>. For more information, visit the GitHub <https://github.com/OperaGraecaAdnotata/OGA> repository, where you can also find instructions on how to query the corpus <https://github.com/OperaGraecaAdnotata/OGA/tree/main/query>. Best regards, Giuseppe Dr. Giuseppe G. A. Celano DFG-project leader Universität Leipzig Institute of Computer Science, NLP Augustusplatz 10 Tel: +4934132223 04109 Leipzig Deutschland

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CFP-DravidianLangTech-2025 at NAACL 2025
by Bharathi Raja Asoka Chakravarthi 25 Nov '24

25 Nov '24

*Apologies for cross-posting* *Fifth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech-2025) at NAACL 2025* *Call for Papers : * DravidianLangTech-2025 welcomes theoretical and practical paper submission on any Dravidian languages (Tamil, Kannada, Malayalam, Telugu, Tulu, Allar, Aranadan, Attapadya, Kurumba, Badaga, Beary, Betta Kurumba, Bharia, Bishavan, Brahui, Chenchu, Duruwa, Eravallan, Gondi, Holiya, Irula, Jeseri, Kadar, Kaikadi, Kalanadi, Kanikkaran, Khiwar, Kodava, Kolami, Konda, Koraga, Kota, Koya, Kurambhag Paharia, Kui, Kumbaran, Kunduvadi, Kurichiya, Kurukh, Kurumba, Kuvi, Madiya, Mala Malasar, Malankuravan, Malapandaram, Malasar, Malto, Manda, Muduga, Mullu Kurumba, Muria, Muthuvan, Naiki, Ollari, Paliyan, Paniya, Pardhan, Pathiya, Pattapu, Pengo, Ravula, Sholaga, Thachanadan, Toda, Wayanad Chetti, and Yerukala) that contributes to research in language processing, speech technologies or resources for the same. We will particularly encourage studies that address either practical application or improving resources for a given language in the field. This comprehensive call for papers invites submissions on critical topics related to hate speech, offensive language, misinformation, and content safety in social media and online environments, especially as they pertain to Dravidian languages. Researchers are encouraged to explore innovative methods for detecting and mitigating various forms of harmful content, such as political hate speech, offensive language, and AI-generated misinformation, with a focus on cross-lingual and multimodal approaches that integrate text, images, and video. *Topics of interest include, but are not limited to:* · Detection of Political Hate Speech in social media · Multimodal Hate Speech Detection Across Text, Image, and Video Content · AI-Generated Content Detection and Mitigation in Online Media · Corpus Development for Hate Speech Detection in Multilingual Contexts · Identifying Offensive Language in Political Discourse on Social Platforms · Cross-Modal Techniques for Multimodal Hate Speech Detection · Fake News and Rumor Detection in Dravidian Language Media · Emotion Analysis and Sentiment Detection in Hate Speech · Cyberbullying and Hostility Detection for Safer Online Environments · Disinformation and Misinformation Detection in Political Speech · Racial and Religious Abuse Detection Using Multimodal Approaches · Automated Detection of AI-Generated Harmful Content · Social Contagion of Hate Speech in Online Political Discussions · Accent and Emotion Recognition in Dravidian Language Speech · Social Bias Detection in AI-Generated Text · Sexism and Misogynistic Attitudes in Multimodal Online Content · Detection of Violent Incidents in social media Using Multimodal Data · Phonology and Morphology in Dravidian Language Processing · Document and Image Analysis for Hate Speech Detection in social media *Important dates* - Workshop paper Submission deadline: January 30, 2025 - Pre-reviewed (ARR) submission deadline: February 20, 2025 - Notification of acceptance: March 1, 2025 - Camera-ready paper due: March 10, 2025 - Pre-recorded video due (hard deadline): April 8, 2025 - Workshop dates: May 3-4, 2025 Submission link: https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/DravidianLan… Webpage: https://sites.google.com/view/dravidianlangtech-2025/ with regards, Dr. Bharathi Raja Chakravarthi, Assistant Professor / Lecturer-above-the-bar Programme Director (MSc Computer Science - Artificial Intelligence) <https://www.universityofgalway.ie/courses/taught-postgraduate-courses/compu…> School of Computer Science, University of Galway, Ireland Insight SFI Research Centre for Data Analytics, Data Science Institute, University of Galway, Ireland E-mail: bharathiraja.akr(a)gmail.com , bharathi.raja(a)universityofgalway.ie <bharathiraja.asokachakravarthi(a)universityofgalway.ie> Google Scholar: https://scholar.google.com/citations?user=irCl028AAAAJ&hl=en Website: https://www.universityofgalway.ie/our-research/people/computer-science/bhar… <https://www.universityofgalway.ie/our-research/people/computer-science/bhar…>

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open PhD position in psycholinguistics
by Vera Demberg 25 Nov '24

25 Nov '24

** *PhD position in Psycholinguistics* * The Language Science and Technology department at Saarland University invites excellent students holding a master's degree to pursue a PhD (3 years) in the field of Psycholinguistics. You will join Vera Demberg’s lab, which works at the interfact of the highly interdisciplinary and fast-paced fields of psycholinguistics and computational linguistics. What is the focus of the project? When humans read and listen to language, they construct rich mental representations of the presented information. A crucial element of these representations is the construction of discourse relations: semantic-pragmatic links such as cause-consequenceand contrast. Comprehenders can make use of many different types of information to construct discourse relations, such as connectives (e.g., because, but), or even visual information such as gesture (e.g., two hands on opposing side of the body to signal on the one hand / on the other hand). However, we know little about what other cues signal discourse relations, and whether languages differ in the type of cues they contain and the effects of these cues. The position will be funded as part of the Collaborative Research Centre 1102, project B2 “Cognitive Modelling of Information Density for Discourse Relations”. The goal of the project is to develop models that explain how readers and listeners can effectively make sense of discourse during online and offline processing. This is done by examining how discourse signals influence discourse processing and comprehension, at the level of linguistic cues, speech cues and gestural cues.The project adopts a multi-method approach, combining methods such as reading time studies, comprehension studies and acceptability studies. What we offer you * The position is intended to begin in April 2025 (start-date is negotiable in both directions, i.e. earlier start as soon as Jan 2025 or a later start are possible). * Salary determined according to the German TVöD (Tarifvertrag für den öffentlichen Dienst) and is classified in salary group/level E13, 75%. * 30 holidays per year, based on full-time employment; in addition, we honor the German public holidays. * Enrollment in a personal pension scheme to which both employer and employee pay a monthly contribution. * Access to state-of-the art research and training facilities and a generous conference and travel budget. * Immersion in an interdisciplinary community made up of cognitive and computational researchers. What qualities does the successful applicant bring? * A finished Master’s degree in a relevant field, such as linguistics, psycholinguistics, experimental psychology, cognitive science, data science, or a related discipline. * Prior experience of research activities in experimental linguistics, including experimental design and data analysis. * Excellent spoken and written proficiency in English. * Willingness to learn new experimental methods through guidance from colleagues and training courses. * Interest in bridging scientific fields, specifically cognitive and computational linguistics. * Proficiency in programming languages such as R or Python. How to apply? Applicants are requested to submit their application, including a cover letter that specifies why you would like to work on this topic and what qualifies you for it, an academic CV, a list of academic publications, your BSc/ MSc thesis (or a current draft), copies of academic degree certificates and names of two potential references. For application to the PhD position please quote opening number W2561. The official job ad document can be found here <https://www.uni-saarland.de/fileadmin/upload/lehrstuhl/demberg/Ausschreibun…>. The applications should be sent via email directly to Prof. Vera Demberg:applications-vd(at)lst.uni-saarland.de The application deadline is December 15th, 2024 / OR Applications will be reviewed on a rolling basis. Saarland University is one of the leading centres for computer science and computational linguistics in Europe, and offers a dynamic and stimulating research environment. The group is affiliated with both the Department of Computer Science and with the Department of Language Science and Technology. The student will become part of the collaborative research center SFB 1102 “Information Density and Linguistic Encoding”, which offers a rich and vibrant environment of students working on related questions. On site, there is also the new research training group on Neuroexplicit models of Language, Vision and Action. Our researchers and students come from all over the world, and our primary working language is English. The Saarland University is an equal opportunities employer. In accordance with its policy of increasing the proportion of women in this type of employment, the University actively encourages applications from women. Women are given preference in cases of equal suitability, ability and professional performance. Applications from severely disabled persons will be given preferential consideration in the event of equal suitability. Part-time employment is generally possible. We welcome applications regardless of gender, nationality, ethnic and social origin, religion/belief, disability, age, and sexual orientation and identity. Pay grade classification is based on the particular details of the position held and the extent to which the applicant meets the requirements of the pay grade within the TV-L salary scale. When you submit a job application to Saarland University you will be transmitting personal data. Please refer to our privacy notice for information on how we collect and process personal data in accordance with Art. 13 of the Datenschutz-Grundverordnung. By submitting your application you confirm that you have taken note of the information in the Saarland University privacy notice. *

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CFP TalentCLEF @ CLEF 2025 - Skill and Job Title Intelligence for Human Capital Management
by ALVARO RODRIGO YUSTE 22 Nov '24

22 Nov '24

CALL FOR PARTICIPATION TalentCLEF @ CLEF 2025 Lab on Skill and Job Title Intelligence for Human Capital Management https://talentclef.github.io/talentclef/ Lab description: TalentCLEF introduces an innovative evaluation lab designed to foster the development of Natural Language Processing (NLP) systems in the field of Human Capital Management (HCM). In a corporate environment that is rapidly moving towards a globalized and multilingual workforce, organizations are increasingly relying on language technologies to optimize and accelerate recruitment processes. This scenario brings a critical challenge: developing systems that guarantee fairness in outcomes, with the ability to function across multiple languages and adapt to various industries. TalentCLEF addresses this challenge by creating a public benchmark, carefully considering these aspects in its design, with the aims of promoting the development and evaluation of NLP systems applied to HR, creating a meeting point for the discussion of such systems, and pushing the state-of-the-art in the area of HCM. The first edition of TalentCLEF will be held at CLEF 2025 and will have two tasks: -Task A: Multilingual Job Title Matching, where the goal is to develop systems capable of retrieving job positions similar to a given one. -Task B: Job Title-Based Skill Prediction, where teams must develop systems that identify professional skills relevant to a specific job position. More information at: https://talentclef.github.io/talentclef/ Register to our lab at: https://clef2025-labs-registration.dei.unipd.it/registrationForm.php Task organizers: Luis Gascó, Avature, Spain Hermenegildo Fabregat, Avature, Spain Laura García-Sardiña, Avature, Spain Daniel Deniz Cerpa, Avature, Spain Alvaro Rodrigo, UNED, Spain Rabih Zbib, Avature, Spain Important dates 25th October 2024 - Sample set release 13th November 2024 - Registration opens 20th January 2025 - Training data available for Tasks A and B 17th February 2025 - Start of Task A, release of development data 17th March 2025 - Start of Task B, release of development data 21st April 2025 - Test set release 21st April to 5th May 2025 - Evaluation period for both tasks 7th May 2025 - Publication of official results 15th June 2025 - Submission of CLEF 2025 Working Notes (Tentative) 30th June to 7th July 2025 - Review of labs overviews (Tentative) CLEF 2025: 9-12 September 2025, Madrid - Spain AVISO LEGAL. Este mensaje puede contener información reservada y confidencial. Si usted no es el destinatario no está autorizado a copiar, reproducir o distribuir este mensaje ni su contenido. Si ha recibido este mensaje por error, le rogamos que lo notifique al remitente. Le informamos de que sus datos personales, que puedan constar en este mensaje, serán tratados en calidad de responsable de tratamiento por la UNIVERSIDAD NACIONAL DE EDUCACIÓN A DISTANCIA (UNED) c/ Bravo Murillo, 38, 28015-MADRID-, con la finalidad de mantener el contacto con usted. La base jurídica que legitima este tratamiento, será su consentimiento, el interés legítimo o la necesidad para gestionar una relación contractual o similar. En cualquier momento podrá ejercer sus derechos de acceso, rectificación, supresión, oposición, limitación al tratamiento o portabilidad de los datos, ante la UNED, Oficina de Protección de datos<https://www.uned.es/dpj>, o a través de la Sede electrónica<https://sede.uned.es/> de la Universidad. Para más información visite nuestra Política de Privacidad<https://descargas.uned.es/publico/pdf/Politica_privacidad_UNED.pdf>.

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KONVENS 2025 - Save the Date
by Christian Wartena 22 Nov '24

22 Nov '24

Save the date: KONVENS 2025: September 9th - 12th, 2025 in Hildesheim, Germany The international Conference on Natural Language Processing (KONVENS), the major conference on Natural Language Processing in the German-speaking area, will be held at Universität Hildesheim on September 9th to 12th, 2025. Conference language are English and German. Submissions on all aspects of NLP, in particular work dedicated to the German language and to the development, adaptation and/or application of Language Models in (Computational) Linguistics, Computer Science, Information Science as well as in the Humanities and Social Sciences are welcome: a Call for Papers, Posters and pre-Conference Workshops will be issued in due time. The conference is endorsed by the NLP associations of Germany, Austria and Switzerland and jointly organized by Hochschule Hannover and Universität Hildesheim. Website (still under construction): https://konvens-2025.hs-hannover.de/ -- Christian Wartena, Hochschule Hannover (christian.wartena(a)hs-hannover.de<mailto:christian.wartena@hs-hannover.de>) Ulrich Heid, University of Hildesheim (ulrich.heid(a)uni-hildesheim.de<mailto:ulrich.heid@uni-hildesheim.de>) Gertrud Faaß, University of Hildesheim (gertrud.faass(a)uni-hildesheim.de<mailto:gertrud.faass@uni-hildesheim.de>)

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Call for Papers: TOIS Special Issue on Query Performance Prediction Towards Novel Information Retrieval Paradigms
by Guglielmo Faggioli 22 Nov '24

22 Nov '24

ACM Digital Library <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x332a2ax019610> [image: journal banner] <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x33ae5dx019610> *CALL FOR PAPERS* *ACM Transactions on Information Systems* *Special Issue on Query Performance Prediction Towards Novel Information Retrieval Paradigms* *Guest Editors* Dr. Suchana Datta <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341ef9x019610>, University College Dublin, Ireland Dr. Guglielmo Faggioli <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341efax019610>, University of Padua, Italy Prof. Nicola Ferro <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341efbx019610>, University of Padua, Italy Dr. Debasis Ganguly <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341efcx019610>, University of Glasgow, United Kingdom Prof. Iadh Ounis <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341efdx019610>, University of Glasgow, United Kingdom [image: journal cover image]This special issue focuses on works involving QPP models that employ or are designed for novel searching and filtering paradigms, including but not limited to neural IR, Large Language Models, and Retrieval Augmented Generation, as well as the QPP evaluation paradigms also in light of recent IR advances. QPP is a branch of IR evaluation: it is defined as the task of assessing or predicting the performance of a query without human-made relevance judgements. The focus of the special issue will be on three major topics concerning QPP: • The development of novel QPP models that employ recent neural state-of-the-art solutions, such as Large Language Models (LLMs) and semantic representations. • The application of QPP models to novel IR tasks, such as conversational search, fairness-oriented tasks, multimedia and multimodal retrieval, and Retrieval Augmented Generation (RAG). • The evaluation of QPP methods performance. *Topics*We welcome submissions on the following topics, including but not limited to: • Application of QPP to Neural Information Retrieval Systems • Usage of QPP for modern tasks, including, but not limited to, conversational search, fairness, RAG, multimodal retrieval • Usage of Large Language Models for QPP • QPPs based on non-lexical (e.g., semantic, multimodal) signals • Supervised QPP • Simulation and construction of evaluation collections with Large Language Models • QPP evaluation measures • Development of QPP evaluation collection • Performance Prediction in neighboring areas including NLP and Recommender Systems • Theory underneath QPP • Applications of QPP for downstream tasks, e.g., selective application of second-stage ranking or relevance feedback. • Explainability of QPP models and QPP models for explainability *Click here for the full Call for Papers and submission instructions.* <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341efex019610> *Important Dates* Submissions deadline: March 15, 2025 First-round review decisions: May 15, 2025 Deadline for revision submissions: July 15, 2025 Notification of final decisions: September 15, 2025 Tentative publication: Late 2025 For questions and further information, please write to *Dr. Guglielmo Faggioli* at guglielmo.faggioli(a)unipd.it <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341effx019610>. Sign up for TOIS TOC alerts. <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341f00x019610> *https://tois.acm.org* <https://maestro.acm.org/trk/click?ref=z16l2snue3_2-31603_0x341f01x019610>

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The ReproHum 2024 Survey; ML researchers' experience and views of reproducibility
by Thomson, Craig 22 Nov '24

22 Nov '24

Dear Corpora list members, As part of the EPSRC UK ReproHum project, PI Prof. Anya Belz (DCU/Adapt), Co-I Prof. Ehud Reiter (University of Aberdeen), RF Dr Craig Thomson (DCU/Adapt & University of Aberdeen), we are performing a survey of NLP and ML researchers’ experience and views of reproducibility. We have sufficient responses from NLP researchers, and are now looking only for the ML researchers (including students) who do not primarily work in NLP. We would like to hear from as many researchers as possible , not just those who work on evaluation! If you completed a similar survey in 2022 we would still like you to complete this one, we are interested in the differences between then and now. We would be most grateful if you are able to spend 5-10 minutes taking part in the survey, it can be accessed via the below link: https://forms.gle/RshrHcvAXxAEEFj59 Many thanks, Craig, Anya, and Ehud The University of Aberdeen is a charity registered in Scotland, No SC013683. Tha Oilthigh Obar Dheathain na charthannas clàraichte ann an Alba, Àir. SC013683.

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CFP: SemEval 2025 Task 5 - LLMs4Subjects - 2nd Call for Shared Task Participation
by Sina Zarrieß 22 Nov '24

22 Nov '24

Libraries are at the heart of our society and education, so we believe in driving technological innovation in these age-old institutions as well as modern digital libraries when we can! If you're passionate about bringing AI and LLMs into library workflows, join computer science researchers and AI enthusiasts worldwide in the LLMs4Subjects shared task! *We are excited to announce the 2nd Call for Participation to the LLMs4Subjects Shared Task organized as part of SemEval 2025.* *Overview:* As the first of its kind, LLMs4Subjects invites the research community to *develop cutting-edge LLM-based semantic solutions for the subject tagging of the Leibniz University's Technical Library's open-access collection*. The shared task provides an opportunity for the research community to creatively utilize LLMs for subject tagging of technical records. *Systems need to demonstrate bilingual language modeling in understanding technical documents in both German and English.* Moreover, successful solutions may be directly integrated into the operational workflows of the TIB Leibniz Information Centre for Science and Technology University Library. *What we provide to participants:* a human-readable form of a subject's taxonomy (this is the *GND* or *Gemeinsame Normdatei*, the integrated authority file used for cataloging in German-speaking countries) and a large collection of technical records tagged with these subjects from the TIB's open-access collection called *TIBKAT*. More details on the task website: https://sites.google.com/view/llms4subjects/ <https://sites.google.com/view/llms4subjects/> *LLMs4Subjects defines the following three tasks:* - Task 1: Learn the GND - Task 2: Align subject tagging to the TIBKAT collection - (Optional and Fun) Task 3: Develop Elegant Frontend Interfaces for Subject Tagging *LLMs4Subjects will have three separate evaluations:* - Evaluation 1: Quantitative Metrics-based Evaluations - Evaluation 2: Qualitative Evaluations by the Human Subject Specialists - (Optional) Evaluation 3: HCI evaluations for subject indexing interfaces submitted *To participate in the LLMs4Subjects shared task,* 1. please submit your interest to participate using our online form (https://forms.gle/YQzupcoySAyJi45c6 <https://forms.gle/YQzupcoySAyJi45c6>), 2. sign up to the shared task Google Groups (https://groups.google.com/u/6/g/llms4subject <https://groups.google.com/u/6/g/llms4subject>s) for FAQs, news, and announcements, and, 3. last but not the least, download the datasets (https://github.com/jd-coderepos/llms4subjects/ <https://github.com/jd-coderepos/llms4subjects/>) to begin development. *Dates* Training and validation datasets available:October 2, 2024 Test data available/Evaluation starts: January 10, 2025 Evaluation ends: January 31, 2025 Participant paper submissions due: February 28, 2025 Notification to authors: March 31, 2025 Camera ready due: April 21, 2025 SemEval workshop: TBD *Task Organizers* Jennifer D'Souza, Sameer Sadruddin, Holger Israel, Mathias Begoin et al. All organizers are affiliated with the TIB Leibniz Information Centre for Science and Technology - Germany (https://www.tib.eu/en/ <https://www.tib.eu/en/>) /We look forward to having you on board!/ *Contact: *llms4subjects [at] gmail.com <http://gmail.com/>

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CFP: ACL 2025 Call for Papers
by ACL Announcements 21 Nov '24

21 Nov '24

ACL 2025 Call for Papers MAIN CONFERENCE ACL 2025 Website: https://2025.aclweb.org/ [1] Submission Deadline: February 15, 2025 Conference Dates: July 27 to August 1, 2025 Location: Vienna, Austria Special Theme: "Generalization of NLP Models" Contact: * Roberto Navigli [2] (General Chair) * Wanxiang Che [3], Joyce Nabende [4], Mohammad Taher Pilehvar [5], Ekaterina Shutova [6] (Program Chairs): For questions related to paper submission, email: editors(a)aclrollingreview.org For all other questions, email: acl2025pcs(a)gmail.com OVERVIEW ACL 2025 invites the submission of long and short papers featuring substantial, original, and unpublished research in all aspects of Computational Linguistics and Natural Language Processing. ACL 2025 has a goal of a diverse technical program--in addition to traditional research results, papers may contribute negative findings, survey an area, announce the creation of a new resource, argue a position, report novel linguistic insights derived using existing computational techniques, and reproduce, or fail to reproduce, previous results. As in recent years, some of the presentations at the conference will be of papers accepted by the Transactions of the ACL (TACL) and by the Computational Linguistics (CL) journals. Papers submitted to ACL 2025, but not selected for the main conference, will also automatically be considered for publication in the Findings of the Association of Computational Linguistics. PAPER SUBMISSION INFORMATION Papers may be submitted to the ARR 2025 February cycle. Papers that have received reviews and a meta-review from ARR (whether from the ARR 2025 February cycle or an earlier ARR cycle) may be committed to ACL 2025 via the conference commitment site (TBA). SUBMISSION TOPICS ACL 2025 aims to have a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas (in alphabetical order): * Computational Social Science and Cultural Analytics * Dialogue and Interactive Systems * Discourse and Pragmatics * Efficient/Low-Resource Methods for NLP * Ethics, Bias, and Fairness * Generation * Human-centered NLP * Information Extraction * Information Retrieval and Text Mining * Interpretability and Analysis of Models for NLP * Language Modeling * Linguistic theories, Cognitive Modeling and Psycholinguistics * Machine Learning for NLP * Machine Translation * Multilinguality and Language Diversity * Multimodality and Language Grounding to Vision, Robotics and Beyond * NLP Applications * Phonology, Morphology and Word Segmentation * Question Answering * Resources and Evaluation * Semantics: Lexical and Sentence-Level * Sentiment Analysis, Stylistic Analysis, and Argument Mining * Speech recognition, text-to-speech and spoken language understanding * Summarization * Syntax: Tagging, Chunking and Parsing * Special Theme: Generalization of NLP Models ACL 2025 Theme Track: Generalization of NLP Models Following the success of the ACL 2020-2024 Theme tracks, we are happy to announce that ACL 2025 will have a new theme with the goal of reflecting and stimulating discussion about the current state of development of the field of NLP. Generalization is crucial for ensuring that models behave robustly, reliably, and fairly when making predictions on data different from their training data. Achieving good generalization is critically important for models used in real-world applications, as they should emulate human-like behavior. Humans are known for their ability to generalize well, and models should aspire to this standard. The theme track invites empirical and theoretical research and position and survey papers reflecting on the Generalization of NLP Models. The possible topics of discussion include (but are not limited to) the following: * How can we enhance the generalization of NLP models across various dimensions--compositional, structural, cross-task, cross-lingual, cross-domain, and robustness? * What factors affect the generalization of NLP models? * What are the most effective methods for evaluating the generalization capabilities of NLP models? * While Large Language Models (LLMs) significantly enhance the generalization of NLP models, what are the key limitations of LLMs in this regard? The theme track submissions can be either long or short. We anticipate having a special session for this theme at the conference and a Thematic Paper Award in addition to other categories of awards. TWO-STAGE REVIEW: SUBMISSION TO ARR, COMMITMENT TO ACL 2025 ACL 2025 will use ACL Rolling Review [7] (ARR) as a reviewing system, but final decisions will be made by the conference. Both submissions of articles for review and commitment of reviewed articles to the conference will be performed via the Open Review [8] platform. Specifically, authors will follow a two-step process: * Authors submit articles to ARR, where submissions receive reviews and meta-reviews from ARR reviewers and action editors; * Authors commit their reviewed articles to a publication venue (e.g., ACL 2025), where Senior Area Chairs and Program Chairs make acceptance decisions from the ARR reviews and meta-reviews. ACL 2025 has chosen this approach in coordination with *CL 2024 conferences, which are adopting the same procedure and a coordinated submission plan to allow maximum flexibility during their submission periods for the authors. At each cycle, after a paper has been fully reviewed, authors have the option to commit their paper to a conference or revise and resubmit for another round of reviews. The reviewing process will continue to be double-blind. Reviewers will not see authors, nor will authors see reviewers, and reviews on ARR will not be made publicly visible. However, authors will be given the option through ARR to make their anonymized submitted articles publicly visible. MANDATORY REVIEWING WORKLOAD AS THE PACE OF RESEARCH IN THE FIELD CONTINUES TO INCREASE, WE NEED TO STRENGTHEN THE COMMITMENT TO REVIEWING FOR EACH PAPER SUBMISSION. DURING THE ARR SUBMISSION PROCESS, AUTHORS WILL BE REQUIRED TO SPECIFY WHICH CO-AUTHORS ARE COMMITTING TO COVER REVIEWING IN THIS REVIEWING CYCLE. PLEASE SEE THE NEW ARR POLICY REGARDING REVIEWING WORKLOAD HERE. AS THIS IS AN ARR-WIDE POLICY FOR ALL *CL CONFERENCES, QUESTIONS OR CLARIFICATIONS SHOULD BE ADDRESSED TO ARR DIRECTLY. IMPORTANT DATES Submission deadline (all papers are submitted to ARR) February 15, 2025 ARR reviews & meta-reviews available to authors of the February cycle April 15, 2025 Commitment deadline for ACL 2025 April 20, 2025 Notification of acceptance May 15, 2025 Withdrawal deadline May 30, 2025 Camera-ready papers due May 30, 2025 Tutorials July 27, 2025 Conference July 28 - 30, 2025 Workshops July 31 - August 1, 2025 Note: All deadlines are 11:59PM UTC-12:00 ("anywhere on Earth"). Paper Submission Details Both long and short paper submissions should follow all of the ARR submission requirements [9], including: * Long Papers [10] (8 pages) and Short Papers [11] (4 pages) * Instructions for Two-Way Anonymized Review [12] * Authorship [13] * Citation and Comparison [14] * Multiple Submission Policy [15], Resubmission Policy [16], and Withdrawal Policy [17] * Ethics Policy [18] including the responsible NLP research checklist [19] * Limitations [20] * Paper Submission and Templates [21] * Optional Supplementary Materials [22] Final versions of accepted papers will be given one additional page of content (up to 9 pages for long papers, up to 5 pages for short papers) to address reviewers' comments. Following the ACL and ARR policies [23], there is no anonymity period requirement. At the time of submission to ARR, authors will be asked to select a preferred venue (e.g., ACL 2025). This is used only to calculate acceptance rates. Authors who selected ACL 2025 as a preferred venue when submitting to ARR may choose not to commit to ACL 2025 after receiving their reviews, and authors who selected a preferred venue other than ACL 2025 when submitting to ARR are still welcome to commit to ACL 2025. Presentation at the Conference All accepted papers must be presented at the conference to appear in the proceedings. The conference will include both in-person and virtual presentation options. Papers without at least one presenting author registered by the early registration deadline may be subject to desk rejection. Long and short papers will be presented orally or as posters as determined by the program committee. While short papers will be distinguished from long papers in the proceedings, there will be no distinction in the proceedings between papers presented orally and papers presented as posters. Links: ------ [1] https://2025.aclweb.org/ [2] https://www.diag.uniroma1.it/navigli/ [3] http://ir.hit.edu.cn/~car/ [4] https://sites.google.com/view/jnabende/home?authuser=0 [5] https://pilehvar.github.io/ [6] https://www.shutova.org/ [7] https://aclrollingreview.org/cfp [8] https://openreview.net/ [9] https://aclrollingreview.org/cfp#paper-submission-information [10] https://aclrollingreview.org/cfp#long-papers [11] https://aclrollingreview.org/cfp#short-papers [12] https://aclrollingreview.org/cfp#instructions-for-two-way-anonymized-review [13] https://aclrollingreview.org/cfp#authorship [14] https://aclrollingreview.org/cfp#citation-and-comparison [15] https://aclrollingreview.org/cfp#multiple-submission-policy [16] https://aclrollingreview.org/cfp#resubmission-policy [17] https://aclrollingreview.org/cfp#withdrawal-policy [18] https://aclrollingreview.org/cfp#ethics-policy [19] https://aclrollingreview.org/responsibleNLPresearch [20] https://aclrollingreview.org/cfp#limitations [21] https://aclrollingreview.org/cfp#paper-submission-and-templates [22] https://aclrollingreview.org/cfp#optional-supplementary-materials-appendice… [23] https://www.aclweb.org/portal/content/report-acl-committee-anonymity-policy

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[IberLEF 2025] Call for Task Proposals
by Salud María Jiménez Zafra 21 Nov '24

21 Nov '24

================================= IberLEF 2025 -- Call for Task Proposals ================================= IberLEF (the Iberian Language Evaluation Forum) is a shared evaluation campaign of Natural Language Processing systems in Spanish and other Iberian languages, whose 2025 edition will be held as part of the 41th International Conference of the Spanish Society for Natural Language Processing (SEPLN). The 2025 edition of the SEPLN conference will take place in Zaragoza, Spain. The goal of IberLEF is to encourage the research community to organize competitive text processing, understanding and generation tasks, with the aim of defining new research challenges and advancing the state of the art in Natural Language Processing challenges involving at least one of the following Iberian languages: Spanish, Portuguese, Catalan, Basque or Galician. Researchers and practitioners from all areas of Natural Language Processing and related communities are invited to submit task proposals that fit IberLEF goals by December 22, 2024. Proposals must be submitted (as a pdf file) to iberlef(a)googlegroups.com, and should include the following fields: - Title of the task. - Description of the task, highlighting: - Relevance and novelty of the task, and the challenges involved. - Evaluation measures, and other relevant methodological aspects. - Expected target community, and actual or potential industrial takeup. - Related evaluation activities, if any. - Previous editions of the task, if any. If it has been organized previously, what the roadmap is and what the novelties for 2024 are. - Linguistic resources to be gathered, created and/or reused. Please include as many details on data gathering, selection and annotation procedures as possible: sources and representativity, training/validation/test sizes, harvesting procedures, profile of annotators (experts, linguists, crowdworkers, etc.), multiple annotation policy, IPR issues, baselines, etc. - Tentative schedule (note that camera-ready versions of the proceedings must be ready by July 3, 2025). - Organization committee: full name and affiliation of the organizers, with a succinct description of their research interests, areas of expertise and experience organizing similar events. - Funding, if available. - Contact person. - Any other relevant issues. Task organizers duties Note that organizers of accepted tasks are expected to: - Set up the evaluation exercise according to the submitted proposal. - Promote the task within the target research community. - Manage the submission and scientific evaluation of the system description papers of the corresponding systems submitted by the participants. The accepted papers will be published in the IberLEF proceedings. - Prepare and submit an overview of the evaluation exercise. - Present the results of the task at IberLEF 2025. Task selection procedure Each submitted proposal will be reviewed by members of the IberLEF steering and program committee, and decisions will be sent back to the task organizers by January 24, 2025. Proceedings IberLEF 2025 Proceedings including the description of the participating systems will be published at CEUR-WS.org. Task Overviews will be published in the SEPLN journal (http://www.sepln.org/en/journal, indexed in Clarivate ESCI (JCI: 0.21), CiteScore (Scopus): 2,9 and SJR: 0,421) in its September 2025 issue. Task Organizers are expected to notify participants the acceptance of their works by June 20, 2025, and send the camera ready task and system description papers for their task to IberLEF organizers by July 3, 2025. Important dates - Task proposals due: December 22, 2024. - Notification of acceptance: January 24, 2025. - Final date for sending paper acceptance to task participants: June 20, 2025. - Camera ready submissions due: July 3, 2025. - IberLEF Workshop: September 2025. IberLEF general chairs Salud María Jiménez Zafra, SINAI, Universidad de Jaén (Spain) Luis Chiruzzo, Universidad de la República (Uruguay) José Ángel González Barba, Symanto Research (Spain) Website https://sites.google.com/view/iberlef-2025 Contact E-mail: iberlef(a)googlegroups.com ================================= [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 326 Campus Las Lagunillas s/n 23071 - Jaén | +34 953212992 [image: Universidad de Jaén] <http://www.uja.es/>

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2024

2023

2022

Corpora November 2024