Archival Papers
Full papers submitted for archival publication in the workshop proceedings.
NLP/CORE Unranked
PlurVA-LLM ARR Commitment 2026
ARR Commitment for the First Workshop on Pluralistic Value Alignment of LLMs
PlurVA-LLM 2026 is the first workshop dedicated to pluralistic value alignment in large language models, held in conjunction with AACL-IJCNLP 2026 in Hengqin, China. It aims to advance research on how LLMs can recognize, reason about, and adapt to diverse cultural and social value systems across multilingual and multicultural contexts, featuring invited keynotes, a shared task, and paper presentations.
Key deadlines
Verified August 30, 2026Full paper
October 14, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
October 14, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Non-archival Extended Abstracts
Extended abstracts submitted for presentation without archival publication.
Already Accepted/Published Work
Papers previously accepted or published elsewhere, submitted for presentation at the workshop.
ARR-Reviewed Papers
Papers previously peer-reviewed through ACL Rolling Review (ARR), submitted with a commitment to present at PlurVA-LLM 2026.
Shared Task System Description Papers
Papers describing shared task submissions, with titles prefixed by 'PlurVA-LLM-2026 Shared Task Track-N:' where N is Track-1 or Track-2.
Research areas in scope
01
Research Topics
Theoretical foundations and formalizations of pluralistic value alignmentMethods for aligning LLMs with diverse value systemsBenchmarks and evaluation protocolsHuman-AI collaboration for constructing value-sensitive datasetsInterpretability and analysis of value alignmentApplications in downstream systems and real-world deploymentMultilingual, multicultural, low-resource, and multimodal perspectives
Policies worth checking twice
- Submissions must be made via the official CFP submission portal.
- Shared task participants may submit system description papers with a specific title format.
- ARR track papers must commit to the workshop by October 15, 2026.
- Shared task teams must submit documentation and code via the Finalization Form by August 3, 2026, or risk exclusion from the final leaderboard.
- Documentation for shared task submissions must include details on data used, prompting, fine-tuning (e.g., learning rate, epochs).
- All deadlines are 11:59 PM Anywhere on Earth (AoE).
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026