Full Papers
8 pages long, with unlimited pages for references and appendices.
NLP/CORE Unranked
TrustNLP2026 2026
The 6th Workshop on Trustworthy NLP
TrustNLP2026 is the sixth workshop on Trustworthy Natural Language Processing, colocated with ACL 2026 in San Diego. It focuses on advancing safe, ethical, and reliable NLP systems, with emphasis on explainability, fairness, privacy, robustness, and causal inference, particularly in the context of large language models and agentic AI systems.
Key deadlines
Verified September 9, 2026Full paper
March 6, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
March 6, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
4 pages long, with unlimited pages for references and appendices.
Fast-Track Submissions
For papers previously reviewed by ACL, EMNLP, EACL, or ARR with an average rating > 2.75; must include reviews and revision statement in appendix.
Non-Archival Submissions
For dual-submitted work; accepted papers will present at the workshop but not appear in official proceedings.
Research areas in scope
01
Topics of Interest
Privacy-Preserving Model TrainingUnlearning and Model EditingFairness and Bias: Evaluation and TreatmentsModel Explainability and InterpretabilityCulturally-Aware and Inclusive LLMsAccountability, Safety, and RobustnessRed-teaming, backdoor or adversarial attacks and defenses for LLM safetyEthics, Social responsibility, and Dual-useCausal Inference and Fair MLSecure, Faithful, Safe, and Trustworthy Data/Language GenerationHallucination and Unqualified SuggestionToxic Language Detection and MitigationIndustry applications of Trustworthy NLP
Policies worth checking twice
- All submissions undergo double-blind peer review with author names and affiliations removed.
- Submitted manuscripts must be 8 pages for full papers and 4 pages for short papers (references and appendices unlimited).
- Authors must include a limitation section and broader impact statement, following ACL guidelines.
- At least one author of each accepted paper must register for and present at the workshop.
- Papers under review or accepted elsewhere may be submitted to the workshop but will not be included in the proceedings.
- No anonymity period is required per ACL policy, but submissions must remain fully anonymized.
- Fast-track submissions require inclusion of prior reviews and a revision statement in the appendix.
- Non-archival submissions must be indicated on the submission form or communicated after review.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026