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substantial, original, and unpublished research in all aspects of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
=================================
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/>
Background and Scope
---------------------
While interest in automatic approaches to Counterspeech generation has been steadily growing, including studies on data curation (Chung et al., 2019a; Fanton et al., 2021), detection (Chung et al., 2021a; Mathew et al., 2018), and generation (Tekiroglu et al., 2020; Chung et al., 2021b; Zhu and Bhat, 2021; Tekiroglu et al., 2022), the large majority of the published experimental work on automatic Counterspeech generation has been carried out for English. This is due to the scarcity of both non-English manually curated training data and to the crushing predominance of English in the generative Large Language Models (LLMs) ecosystem. A workshop on exploring Multilingual Counterspeech Generation is proposed to promote and encourage research on multilingual approaches for this challenging topic.
Thus, this workshop aims to test monolingual and multilingual LLMs in particular and Language Technology in general to automatically generate counterspeech not only in English but also in languages with fewer resources. In this sense, an important goal of the workshop will be to understand the impact of using LLMs, considering for example how to deal with pressing issues such as biases, hallucinated content, data scarcity or data contamination.
We seek to maximize the scientific and social impact of this workshop by promoting the creation of a community of researchers from diverse fields, such as computer and social sciences, as well as policy makers and other stakeholders interested in automatic counterspeech generation. By doing so we aim to gain a deeper understanding of how counterspeech is currently used to tackle abuse by individuals, activists, and organizations and how Natural Language Processing (NLP) and Generation (NLG) may be best applied to counteract it.
Call for Papers
---------------------
We welcome submissions on the following topics (but not limited to):
- Models and methods for generating counterspeech in different languages.
- Automatic Counterspeech generation for low resource languages with scarce training data.
- Dialogue agents that use counterspeech to combat offensive messages that are directed to individuals or groups, targeted based on various aspects such as ideology, gender, sexual orientation and religion.
- Methods for human and automatic evaluation of counterspeech.
- Multidisciplinary studies providing different perspectives on the topic such as computer science, social science, psychology, etc.
- Development of taxonomies and quality datasets for counterspeech in multiple languages.
- Potentials and limitations (e.g., fairness, biases, hallucinated content) of applying different NLP methods, such as LLMs, to generate counterspeech.
- Social impact and empirical studies of counterspeech in social networks, including research on the effectiveness and consequences for users of using counterspeech to combat hate online.
Submission
---------------------
We welcome two types of papers: regular workshop papers and non-archival submissions. Regular workshop papers will be included in the workshop proceedings. All submissions must be in PDF format and made through START [https://softconf.com/coling2025/MCG25/]
- Regular workshop papers: Authors can submit papers up to 8 pages, with unlimited pages for references. Authors may submit up to 100 MB of supplementary materials separately and their code for reproducibility. All submissions undergo an double-blind single-track review. Accepted papers will be presented as posters with the possibility of oral presentations.
- Non-archival submissions: Cross-submissions are welcome. Accepted papers will be presented at the workshop, but will not be included in the workshop proceedings. Papers must be in PDF format and will be reviewed in a double-blind fashion by workshop reviewers. We also welcome extended abstracts (up to 2 pages) of papers that are work in progress, under review or to be submitted to other venues. Papers in this category need to follow the COLING format.
Important Dates
---------------------
- Submission: November 25th, 2024
- Notification of Acceptance: December 8th, 2024
- Camera-Ready Papers Due: December 13th, 2024
MultiGEC-2025 shared task: system submission deadline extended to November 29, 2024
We renew our invitation to participate in the MultiGEC-2025 shared task on Multilingual Grammatical Error Correction, covering 12 languages: Czech, English, Estonian, German, Greek, Icelandic, Italian, Latvian, Russian, Slovene, Swedish and Ukrainian.
The system submissions deadline is now extended to November 29, 2024. System output is to be submitted via CodaLab (https://codalab.lisn.upsaclay.fr/competitions/20500)
The results will be presented on March 5th 2025, at the NLP4CALL workshop, co-located with the NoDaLiDa conference to be held in Estonia, Tallinn, on 2--5 March 2025. https://spraakbanken.gu.se/en/research/themes/icall/nlp4call-workshop-serie…
The publication venue for system descriptions will be the proceedings of the NLP4CALL workshop, also co-published in the ACL anthology.
To register for/express interest in the shared task and get access to the data, please fill in this form (https://forms.gle/nTPfARVqy1XmqT4t6).
Note that you will be prompted to sign Terms of Use for the data at https://forms.gle/VLJ18WbwsxitEBYi7. Data access is personal, please do not forget to fill in the form.
You are also welcome to join the MultiGEC-2025 Google group (https://groups.google.com/g/multigec-2025) in order to ask questions, hold discussions and browse for already answered questions about the shared task.
The task description below, as well as general information, is also available on our website https://spraakbanken.gu.se/en/compsla/multigec-2025 and GitHub repository https://github.com/spraakbanken/multigec-2025/
* TASK DESCRIPTION
In this shared task, your goal is to rewrite learner-written texts to make them grammatically correct or both grammatically correct and idiomatic, that is either adhering to the "minimal correction" principle or applying fluency edits.
For instance, the text
> My mother became very sad, no food. But my sister better five months later.
can be corrected minimally as
> My mother became very sad, and ate no food. But my sister felt better five months later.
or with fluency edits as
> My mother was very distressed and refused to eat. Luckily, my sister recovered five months later.
For fair evaluation of both approaches to the correction task, we will provide two evaluation metrics, one favoring minimal correction, one suited for fluency-edited output (read more under Evaluation).
We particularly encourage development of multilingual systems that can process all (or several) languages using a single model, but this is not a mandatory requirement to participate in the task.
* DATA
We provide training, development and test data for each of the languages. The training and development dataset splits are available through Github. Evaluation will be performed on a separate test set.
See website for more detailed information: https://github.com/spraakbanken/multigec-2025/
Note: The English data is expected a bit later.
* EVALUATION
During the shared task, evaluation will be based on cross-lingually applicable automatic metrics:
- reference-based:
- GLEU score
- Precision, Recall, F0.5 score
- reference-free: Scribendi score
After the shared task, we also plan on carrying out a human evaluation experiment on a subset of the submitted results.
* TIMELINE
- June 18, 2024 - first call for participation ✓
- September 20, 2024 - second call for participation ✓
- October 20, 2024 - third call for participation. Training and validation data released ✓
- October 31, 2024 - reminder. CodaLab opens for team registrations, validation phase starts ✓
- November 13, 2024 - test phase starts ✓
- November 29, 2024 (extended) - system submission deadline (system output)
- December 2, 2024 - results announced
- December 16, 2024 - paper submission deadline with system descriptions
- January 20, 2025 - paper reviews sent to the authors
- February 3, 2025 - camera-ready deadline
- March 5, 2025 - presentations of the systems at the NLP4CALL workshop
* PUBLICATION
We encourage you to submit a paper with your system description to the NLP4CALL workshop special track. We follow the same requirements for paper submissions as the NLP4CALL workshop, i.e. we use the same template and apply the same page limit. All papers will be reviewed by the organizing committee. Upon paper publication, we encourage you to share models, code, fact sheets, extra data, etc. with the community through GitHub or other repositories.
* ORGANIZERS
- Arianna Masciolini, University of Gothenburg, Sweden
- Andrew Caines, University of Cambridge, UK
- Orphée De Clercq, Ghent university, Belgium
- Joni Kruijsbergen, Ghent university, Belgium
- Murathan Kurfali, Stockholm University, Sweden
- Ricardo Muñoz Sánchez, University of Gothenburg, Sweden
- Elena Volodina, University of Gothenburg, Sweden
- Robert Östling, Stockholm University, Sweden
* DATA PROVIDERS
- Czech:
-- Alexandr Rosen, Charles University, Prague
- English:
-- Diane Nicholls, ELiT, Cambridge University Press & Assessment
-- Andrew Caines, University of Cambridge
-- Paula Buttery, University of Cambridge
- Estonian:
-- Mark Fishel, University of Tartu, Estonia
-- Kais Allkivi, Tallinn University, Estonia
-- Kristjan Suluste, Eesti Keele Instituut, Estonia
- German:
-- Andrea Horbach, IPN / CAU Kiel, Germany
-- Josef Ruppenhofer, FernUniversität in Hagen, Germany
-- Katrin Wisniewski, Universität Leipzig
-- Torsten Zesch, FernUniversität in Hagen, Germany
- Greek:
-- Alex Tantos, Aristotle University of Thessaloniki
-- Konstantinos Tsiotskas, Aristotle University of Thessaloniki
-- Vassilis Varsamopoulos, Aristotle University of Thessaloniki
-- Pinelopi Kikilintza, Aristotle University of Thessaloniki
-- Elena Drakonaki, Aristotle University of Thessaloniki
-- Eleni Tsourilla, Aristotle University of Thessaloniki
-- Despoina-Ourania Touriki, Aristotle University of Thessaloniki
- Icelandic:
-- Isidora Glisič, University of Iceland
- Italian:
-- Jennifer-Carmen Frey, Eurac Research Bolzano, Italy
-- Lionel Nicolas, Eurac Research Bolzano, Italy
- Latvian:
-- Roberts Darģis, University of Latvia
-- Ilze Auzina, University of Latvia
- Russian:
-- Alla Rozovskaya, City University of New York (CUNY), USA
- Slovene:
-- Špela Arhar Holdt, University of Ljubljana, Slovenia
-- Aleš Žagar, University of Ljubljana, Slovenia
- Swedish:
-- Arianna Masciolini, University of Gothenburg, Sweden
- Ukrainian:
-- Oleksiy Syvokon, Microsoft
-- Mariana Romanyshyn, Grammarly
* CONTACT
Please join the MultiGEC-2025 Google group (https://groups.google.com/g/multigec-2025) in order to ask questions, hold discussions and browse for already answered questions.
*** Apologies for cross-posting ***
++ CALL FOR PAPERS ++
****************************************************************************
Eighth International Workshop on Narrative Extraction from Texts (Text2Story'25)
Held in conjunction with the 47th European Conference on Information Retrieval (ECIR'25)
April 10th, 2025 – Lucca, Italy
Website: https://text2story25.inesctec.pt
****************************************************************************
++ Important Dates ++
- Submission Deadline: January 24th, 2025
- Acceptance Notification: March 3rd, 2025
- Camera-ready copies: March 17th, 2025
- Workshop: April 10th, 2025
++ Overview ++
For seven years, the Text2Story Workshop series has fostered a vibrant community dedicated to understanding narrative structure in text, resulting in significant contributions to the field and developing a shared understanding of the challenges in this domain. While traditional methods have yielded valuable insights, the advent of Transformers and LLMs have ignited a new wave of interest in narrative understanding. In the eighth edition of the Text2Story workshop, we propose to go deeper into the role of LLMs in narrative understanding exploring the issues involved in using LLMs to unravel narrative structures, while also examining the characteristics of narratives generated by LLMs. By fostering dialogue on these emerging areas, we aim to identify the wide-ranging issues related to the narrative extraction task and continue the workshop's tradition of driving innovation in narrative understanding research.
++ List of Topics ++
Research works submitted to the workshop should advance the scientific understanding of all aspects of narrative extraction from texts. This includes, but is not limited to, topics such as narrative information extraction, formal representation of narratives, narrative analysis and generation, development of datasets and evaluation protocols, as well as ethics and bias in narratives, and narrative applications. We encourage the submission of high-quality and original submissions covering the following topics and contributions focused on low and medium-resource languages.
Narrative Information Extraction
- Identification of Participants, Events and Temporal Expressions
- Identification of Participants, Events and Temporal Expressions
- Temporal Reasoning and Ordering of Events
- Causality Detection
- Big Data Applied to Narrative Extraction
- LLMs for Narrative Extraction
Narrative Representation
- Annotation Protocols
- Narrative Representation Models
- Lexical, Syntactic, and Semantic Ambiguity in Narrative Representation
- LLM-learned Representation
Narrative Analysis and Generation
- Discourse and Argument Structure Analysis
- Narrative analysis of LLM generated text
- Multilingual and Cross-lingual Narrative Analysis
- Story Evolution and Shift Detection
- Automatic Timeline Generation
- Generative Language Models for Narrative Generation
Datasets and Evaluation Protocol
- Evaluating LLM-Generated Narratives
- Evaluation of Multimodal Narrative Models
- Annotated datasets
- Narrative Resources
- Using LLMs for Data Creation and Augmentation
Ethics and Bias in Narratives
- Identifying and Mitigating Bias in Generated Narratives
- Ethical and Fair Narrative Generation
- Misinformation and Fact Checking
- Bias in LLM-generated narratives
Narrative Applications
- Narrative-focused Search in Text Collections
- Narrative Summarization
- Narrative Q&A
- Multimodal Narrative Summarization
- Multimodal Narrative-focused Search
- Sentiment and Opinion Detection in Narratives
- Social Media Narratives
- Narrative Text Simplification
- Narrative-based Text Anonymization
- Personalization and Recommendation of Narratives
- Storyline Visualization (including multimodal) and Narrative Structures
++ Submission Guidelines ++
We solicit the following types of contributions:
-> Full papers (up to 8 pages + references): Original and high-quality unpublished contributions to the theory and practical aspects of the narrative extraction task. Full papers should introduce existing approaches, describe the methodology and the experiments conducted in detail. Negative result papers to highlight tested hypotheses that did not get the expected outcome are also welcomed.
-> Short papers (up to 5 pages + references): Unpublished short papers describing work in progress; position papers introducing a new point of view, a research vision or a reasoned opinion on the workshop topics; and dissemination papers describing project ideas, ongoing research lines, case studies or summarized versions of previously published papers in high-quality conferences/journals that is worthwhile sharing with the Text2Story community, but where novelty is not a fundamental issue.
-> Demos | Resource Papers (up to 5 pages + references): Unpublished papers presenting research/industrial demos; papers describing important resources (datasets or software packages) to the text2story community;
Submissions will be refereed through a single-blind peer-review process by three reviewers with final acceptance decisions made by all the workshop organizers. The accepted papers will appear in the proceedings published at CEUR workshop proceedings (indexed in Scopus and DBLP) as long as they don't conflict with previous publication rights.
++ Workshop Format ++
Participants of accepted papers will be given 15 minutes for oral presentations.
++ Invited Speakers ++
Jochen L. Leidner, Coburg University of Applied Sciences, Germany
Mirella Lapata, University of Edinburgh, Scotland
++ Organizing committee ++
Ricardo Campos (INESC TEC; University of Beira Interior, Covilhã, Portugal)
Alípio M. Jorge (INESC TEC; University of Porto, Portugal)
Adam Jatowt (University of Innsbruck, Austria)
Sumit Bhatia (Media and Data Science Research Lab, Adobe)
Marina Litvak (Shamoon Academic College of Engineering, Israel)
++ Proceedings Chair ++
João Paulo Cordeiro (NOVA Lincs & University of Beira Interior, Covilhã, Portugal)
Conceição Rocha (INESC TEC, Portugal)
++ Web and Dissemination Chair ++
Hugo Sousa (INESC TEC & University of Porto, Portugal)
Behrooz Mansouri (University of Maine, USA)
++ Program Committee ++
Ali Salehi (University at Buffalo)
Arian Pasquali (Faktion AI)
Andreas Spitz (University of Konstanz)
Antoine Doucet (Université de La Rochelle)
António Horta Branco (University of Lisbon)
Bart Gajderowicz (University of Toronto)
Behrooz Mansouri (Rochester Institute of Technology)
Brenda Santana (Federal University of Rio Grande do Sul)
Brucce dos Santos (Computational Intelligence Laboratory (LABIC) - ICMC/USP)
Bruno Martins (IST & INESC-ID, University of Lisbon)
David Semedo (Universidade NOVA de Lisboa)
Dennis Aumiller (Cohere)
Dhruv Gupta (Norwegian University of Science and Technology)
Evelin Amorim (INESC TEC)
Sérgio Matos (University of Aveiro)
Florian Boudin (Nantes University)
Henrique Lopes Cardoso (LIACC & University of Porto)
Irina Rabaev (Shamoon College of Engineering)
Ismail Altingovde (Middle East Technical University)
Junbo Huang (University of Hamburg)
Jakub Piskorski (Polish Academy of Sciences)
João Paulo Cordeiro (Nova lincs & University of Beira Interior)
Jin Zhao (Brandeis University)
Luca Cagliero (Politecnico di Torino)
Ludovic Moncla (INSA Lyon)
Luis Filipe Cunha (INESC TEC & University of Minho)
Marc Finlayson (Florida International University)
Marc Spaniol (Université de Caen Normandie)
Moreno La Quatra (Kore University of Enna)
Nianwen Xue (Brandeis University)
Nuno Guimarães (INESC TEC & University of Porto)
Paulo Quaresma (Universidade de Évora)
Paul Rayson (Lancaster University)
Purificação Silvano (CLUP & University of Porto)
Ross Purves (University of Zurich)
Sérgio Nunes (INESC TEC & University of Porto)
Sriharsh Bhyravajjula (University of Washington)
Udo Kruschwitz (University of Regensburg)
Valentina Bartalesi (ISTI-CNR, Italy)
Yangyang Chen (Brandeis University)
++ Contacts ++
Website: https://text2story25.inesctec.pt
For general inquiries regarding the workshop, reach the organizers at: text2story2025(a)easychair.org
Introducing the PerAnsSumm: Perspective-aware Healthcare answer summarization Shared Task at the CL4Health Workshop colocated with NAACL 2025!
Website: peranssumm.github.io
Motivation: Healthcare community question-answering (CQA) forums are rich with diverse user perspectives ranging from personal experiences and factual advice to thoughtful suggestions. However, traditional summarization methods focus on a single "best" answer, overlooking this diversity in perspectives.
Tasks:
- Task A: Identifying and classifying perspective-specific spans in answers.
- Task B: Generating structured, perspective-specific summaries for question-answer threads.
Key Dates:
- Registration and Training Data Live now!
- Release of test data: 25th January, 2025
- Submission of Results: 1st February, 2025
Learn More & Join the Shared Task:
- More information: peranssumm.github.io
- CodaBench Registration page: https://www.codabench.org/competitions/4312/
Contact us via email at sagarw38(a)uic.edu
Dear all,
A Guide for Creating and Documenting Language Datasets with Data Statements
Schema Version 3 (Angelina McMillan-Major and Emily M. Bender, 2024) is now
available!
You can find the Guide along with templates for data statements and other
resources here:
https://techpolicylab.uw.edu/data-statements/
Data Statements schema version 3 builds on McMillan-Major's 2023
dissertation Language Dataset Documentation Design: Learning from Deaf and
Indigenous Communities <http://hdl.handle.net/1773/50854>. The updated
guide serves as both both as a resource for writing data statements and as
an aid for planning data collection.
Emily
--
Emily M. Bender (she/her)
Department of Linguistics
Thomas L. and Margo G. Wyckoff Endowed Professor
University of Washington
Fedi: @emilymbender@dair-community.social
The WNUT Workshop will be collocated with NAACL 2025 (Albuquerque,
New Mexico). The website for the workshop is at:
http://noisy-text.github.io/
The WNUT workshop focuses on core NLP tasks (e.g., POS/NER tagging and
translation; not computational social science) over user-generated text, such
as that found on social media, web forums, online reviews, digital health
records, or language learner essays.
We seek submissions of long and short papers on original and unpublished work
(same format and page limit as NAACL main conference). All accepted
submissions will be presented as posters. Additionally, selected submissions
will be presented orally. There will be best paper awards for both short and
long papers.
Topics of interest include but are not limited to:
* NLP of noisy text, e.g. POS, NER tagging, Parsing
* Text normalization and error correction
* Paraphrase identification and semantic similarity of short text or noisy
text
* Extracting user demographics, profiles, and major life events
* Machine translation and Multilingual NLP over noisy text
* Information extraction from noisy text, global and regional trend
detection, and event extraction
* Colloquial language, e.g. idiom detection
* Domain adaptation to user-generated text
* Detecting rumors, contradictory information, sarcasm and humor on social
media
* Sentiment analysis
* Temporal aspects of user-generated content (resolving time expressions,
concept drift, etc...)
* Representing and mining language variation in user-generated content
* Processing of automatically generated data
[IMPORTANT DATES]
* Submission Deadline: January 30, 2025 (anytime on earth; dual-submission
allowed)
* Final ARR Submission Date: February 15, 2025
* ARR Commitment Date: February 20, 2025
* Acceptance Notification: March 1, 2025
* Camera-Ready Deadline: March 10, 2025
* Workshop Day: May 3 or 4, 2025 (TBD)
[INVITED SPEAKERS]
* Su Lin Blodgett
* Verena Blaschke
[ORGANIZERS]
* JinYeong Bak (SungKyunKwan University)
* Wei Xu (Georgia Institute of Technology)
* Alan Ritter (Georgia Institute of Technology)
* Rob van der Goot (IT University of Copenhagen)
* Hyeju Jang (Indiana University)
* Weerayut Buaphet (Vidyasirimedhi Institute of Science and Technology)
[SUBMISSION]
Submissions should conform to the ACL style guidelines. Long and short paper
submissions must be anonymized. Please submit your papers via OpenReview:
https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/WNUT
or commit them through ARR:
https://openreview.net/group?id=aclweb.org/NAACL/2025/Workshop/WNUT_ARR_Com…
Call for Abstracts: FOM@Play Conference on Migration, Identity, and Transnational Discourses
Dear Colleagues,
We are excited to announce the FOM@Play Conference: Migration, Identity, and Transnational Discourses, to take place 2–5 September 2025 in Granada, Spain.
Organized by the University of Granada, this conference offers a platform for interdisciplinary dialogue on migration, identity, and the lived experiences of transnational communities in Europe and beyond.
The conference is an activity of the FOM@Play project,<http://www.um.es/fomatplay> funded by the European Commission, which aims to shed light on the complexities of migration, the concept of freedom of movement, and how these shape collective and individual identities. The discussions will focus on the intersections of migration policies, societal narratives, and personal journeys, fostering a deeper understanding of transnational discourses in an era of globalization and socio-political change. FOM@Play is not just a conference but a forum for meaningful exchange among researchers, practitioners, and policymakers. Attendees will have opportunities to network, present cutting-edge research, and engage in thought-provoking discussions about the future of migration and identity in Europe.
We invite scholars from diverse fields, including but not limited to:
- Migration studies
- Discourse analysis and sociolinguistics
- Political science and international relations
- Cultural studies and anthropology
- Sociology and psychology
Topics of interest include (but are not limited to):
- Narratives of migration in media and politics
- The role of freedom of movement in shaping transnational identities
- The impact of migration policies on social cohesion and inclusion
- The representation of migrants in European cultural production
- Methodological advancements in studying migration and identity (e.g., corpus linguistics, critical discourse analysis)
Important Dates
- Abstract submission deadline: 21 March 2025
- Notification of acceptance: 7 April 2025
- Early registration deadline: 7 May 2025
For detailed submission guidelines and further information, please visit our website: https://www.granadacongresos.com/fomaplay
For any inquiries, feel free to contact fomatplay(a)granadacongresos.com<mailto:fomatplay@granadacongresos.com>
We look forward to your contributions and hope to see you in Granada!
Warm regards,
Prof Pascual Pérez-Paredes
On behalf of the FOM@Play Organising Committee
Dear colleagues,
As announced at LCR2024, we are pleased to confirm the formation of a new Working Group on Metadata in Learner Corpus Research, established under the aegis of the Learner Corpus Association (LCA) and in collaboration with the CLARIN K-centre for Learner Corpora (https://uclouvain.be/en/research-institutes/ilc/clarin-knowledge-centre-for…).
This initiative follows the successful release of the second version of the Core Metadata Schema for Learner Corpora (LC-meta), a milestone that reflects our collective commitment to advancing the field. To understand the rationale behind LC-meta, we invite you to read our recently published open-access article in the International Journal of Learner Corpus Research: https://doi.org/10.1075/ijlcr.24010.paq. Alternatively, if you prefer listening to a lecture, you can tune into a talk given by M. Paquot at the Corpus Linguistics and Applied Linguistics 2023 online seminar series: https://www.um.es/languagecorpora/2023/09/14/the-core-metadata-schema-for-l…. The schema itself is downloadable at: https://doi.org/10.14428/DVN/AAUEM2.
The Working Group will focus on evaluating and refining the schema, promoting its adoption, and addressing metadata-related challenges in learner corpus research. It will also work towards integrating the schema into relevant infrastructures and developing user-friendly interfaces that enhance accessibility. We believe that by working together, we can significantly enhance the quality, accessibility, and impact of learner corpora.
As a first step, we invite interested colleagues to express their interest in joining the working group by contacting us at kc-l2corpora(a)uclouvain.be<mailto:kc-l2corpora@uclouvain.be> by January 20. We extend our thanks to everyone who has already reached out and will be in touch shortly. Due to busy schedules over the coming months, we have decided to schedule the first WGT meeting for early spring 2025. This additional time will allow us to better organize the event and ensure we can share updates on accessibility and user-friendliness.
In the meantime, we would greatly appreciate hearing from colleagues who have already attempted to use the schema in new corpus compilation projects. If that is the case, we would be delighted to discuss your experiences with you!
We look forward to your active participation and to collectively driving forward this important aspect of learner corpus research.
Best regards,
Magali Paquot, Jennifer-Carmen Frey, Alexander König, and Egon Stemle