LARP CfP: ARR commitments and non-archival track
Join us for a conference with focus on language with particular interest in neuro-symbolic or neuroexplicit approaches to language. We have some excellent invited speakers lined up and we are backed by SigSem and ACL to publish and archive accepted papers.
We are calling for ACL ARR commitments, submit here: https://openreview.net/group?id=CLASP/LARP/2025/ARR_Commitment
We also accept non-archival submissions for papers that have previously been published in other venues, works in progress, or anything in between. Some non-archival papers may be offered to do an oral presentation.
======= LARP Language models And RePresentations September 8 - September 9, 2025, Gothenburg, Sweden =======
https://gu-clasp.github.io/LARP/index.html
Invited speakers ---- Dan Roth, University of Pennsylvania and Oracle Vaishak Belle, University of Edinburgh Moa Johansson, Chalmers University of Technology
Important dates ----
- Commitment deadline for pre-reviewed ACL ARR submissions: July 31, 2025 - Submission deadline (non-archival): August 1, 2025
- Notification of acceptance (archival): June 30, 2025 - Notification of acceptance (non-archival): August 8, 2025 - Camera ready (archival): August 8, 2025 - Camera ready (ARR Commitments): August 15, 2025 - Registration deadline: August 24, 2025 (on-site), September 7, 2025 (online)
All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”).
General information ----
Language models And RePresentations (LARP) brings together researchers that explore how information is structured, encoded and used in computational language systems. We encourage submissions from fields of computational linguistics, AI, and NLP with focus on neuro-symbolic or neurexplicit approaches to language. We also accept submissions for other related topics (see examples below).
The conference is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/), University of Gothenburg. The conference will be held between September 8 and 9 in Gothenburg, Sweden (on-site and hybrid).
Topics of interest ---- We hope to see innovative work that considers neural and symbolic learning and processing in terms of different modelling perspectives. Papers are invited on the following topics as they relate to natural language:
- Neuro-symbolic integration: novel hybrid frameworks combining symbolic representations with neural network learning for enhanced reasoning and natural language processing - Explainable machine learning: techniques that allow for better interpretability, transparency, and explainability of neural, symbolic and neuro-symbolic architectures - Logical constraints in neural networks: methods that use logical structures (e.g., knowledge bases, ontologies) for post-hoc or inherent explainability - Automated reasoning systems providing human-interpretable rationales for decisions - Symbolic planning and control in neural workflows - Application-driven scenarios (robots, autonomous systems) showcasing benefits of symbolic approaches - Techniques that integrate symbolic representations into text or multimodal generation - Approaches that enforce domain knowledge, consistency, or adherence to constraints in text and/or multimodal generation - Fine-tuning and in-context learning strategies that incorporate logical or rule-based knowledge
This list is illustrative but is not intended to be exhaustive.
Submission Requirements ----
**NEW!!! ARR Commitment** We accept papers that have been pre-reviewed via ACL Rolling Review. You are welcome to submit the link to your ARR submission. The linked submission must include both the reviews and the meta-review. Both the submission and its reviews will be evaluated by the programme committee for their relevance to the conference topic. To submit, please visit https://openreview.net/group?id=CLASP/LARP/2025/ARR_Commitment.
**Archival track** Archival track will feature the following types of submissions to appear in conference proceedings: we accept long papers (max 8 pages) and short papers (max 4 pages). Long and short papers must describe substantial, original, and unpublished research. Supplementary materials, appendices, a section on limitations and ethical concerns do not count towards the page limit. Archival accepted papers will be published in the 2025 ACL Anthology as a CLASP Conference Proceedings. Papers should be electronically submitted via the OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. Submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Archival submissions must be anonymous. Please make sure that you select the right track when submitting your paper. Contact the organisers if you have questions.
**Non-archival track** At the time of submission, authors may indicate that their paper should be considered for the non-archival track. The format for non-archival submissions is the same for both long and short papers as it is for the archival submissions. Non-archival papers will not undergo the peer review process. They will be evaluated by the programme committee for clarity and content relevance before the decision by the PC is made. Non-archival papers do not need to be anonymous. If accepted, they are to be published on the conference website and presented as posters or oral presentations.
**Poster abstracts** We invite researchers to submit abstracts in the above areas of interest. Abstract submissions are non-archival. This is a great opportunity to get feedback on work in progress or to present previously published work to a new audience. The deadline for abstract submission is the same as for non-archival papers. Notifications of acceptance will be sent out by August 8, 2025. Abstract submissions should be .pdf files and use the LaTeX or Word templates provided for ACL submissions (https://github.com/acl-org/acl-style-files). Abstracts should not exceed 2 pages (supplementary materials, appendices, a section on limitations and ethical concerns are not included) and be submitted via OpenReview system at https://openreview.net/group?id=CLASP/LARP/2025/Conference. The acceptance decision on abstracts will go through the same procedure as papers for the non-archival track. Accepted abstracts will be presented as posters.
Concurrent Submissions ---- Papers that have been or will be submitted to other conferences or publications must indicate this at submission time using a footnote on the title page of the submissions. We will not accept publications or presentation papers that overlap significantly in content or results with papers that will be (or have been) published elsewhere.
Authors of papers accepted for presentation at LARP must notify the program chairs by the camera-ready deadline as to whether the paper will be presented. All accepted papers must be presented at the conference to appear in the Proceedings.
Camera Ready Versions ---- Camera ready versions must be deanonymised. Archival submissions get 1 more page to address comments from reviewers: long papers can be maximum up to 9 pages, short papers can be maximum up to 5 pages.
Organisers ---- LARP is organised by the Centre for Linguistic Theory and Studies in Probability (CLASP, https://gu-clasp.github.io/) at the Department of Philosophy, Linguistics and Theory of Science (FLoV), University of Gothenburg. CLASP focuses its research on the application of probabilistic and information theoretic methods to the analysis of natural language. CLASP is concerned both with understanding the cognitive foundations of language and developing efficient language technology. We work at the interface of computational linguistics/natural language processing, theoretical linguistics, and cognitive science.
For practical inquiries, send an email to larp2025@flov.gu.semailto:larp2025@flov.gu.se.