Topics
We invite papers which focus on different aspects of safe and trustworthy language modeling. Topics of interest include (but are not limited to):

Secure, Faithful & Trustworthy Generation with LLMs
Data Privacy Preservation and Data Leakage Issues in LLMs
Red-teaming, backdoor or adversarial attacks and defenses for LLM safety
Fairness, LLM alignment, Human Preference Elicitation, Participatory NLP
Toxic Language Detection and Mitigation
Explainability and Interpretability of LLM generation
Robustness of LLMs
Mitigating LLM Hallucinations & Misinformation
Fairness and Bias in multi-modal generative models: Evaluation and Treatments
Industry applications of Trustworthy NLP
Culturally-Aware and Inclusive LLMs
We welcome contributions that also draw upon interdisciplinary knowledge to advance Trustworthy NLP. This may include working with, synthesizing, or incorporating knowledge across expertise, sociopolitical systems, cultures, or norms.
Important Dates
January 30, 2025: Workshop Paper Due Date (Direct Submission via OpenReview)
February 20, 2025 Workshop Paper Due Date (Fast-Track)
March 1, 2025: Notification of Acceptance
March 10, 2025: Deadline for relevant NAACL Findings to submit non-archival (Direct submission via form, link TBD)
March 10, 2025: Camera-ready Papers Due
April 8, 2025: Pre-recorded video due
Friday May 3-4, 2025: TrustNLP Workshop day
Submission Information
All submissions undergo double-blind peer review (with author names and affiliations removed) by the program committee, and they will be assessed based on their relevance to the workshop themes.

All submissions go through the OpenReview. To submit, use submission link.

Submitted manuscripts must be 8 pages long for full papers and 4 pages long for short papers. Please follow NAACL submission policies. Both full and short papers can have unlimited pages for references and appendices. Please note that at least one of the authors of each accepted paper must register for the workshop and present the paper. Template files can be found here.

We also ask authors to include a limitation section and broader impact statement, following guidelines from the main conference.

Fast-Track Submission
If your paper has been reviewed by ACL, EMNLP, EACL, or ARR and the average rating is higher than 2.5 (either average soundness or excitement score), The paper is qualified to be submitted on the fast track. In the appendix, please include the reviews and a short statement discussing what parts of the paper have been revised.

Non-Archival Option
NAACL workshops are traditionally archival. To allow dual submission of work, we are also including a non-archival track. If accepted, these submissions will still participate and present their work in the workshop. A reference to the paper will be hosted on the workshop website (if desired), but will not be included in the official proceedings. Please submit through OpenReview but indicate that this is a cross submission at the bottom of the submission form. You can also skip this step and inform us of your non-archival preference after the reviews. Papers accepted to the Findings of NAACL 2025 may also submit non-archival to the workshop, link TBD.

Policies
Accepted and under-review papers are allowed to be submitted to the workshop but will not be included in the proceedings.

No anonymity period will be required for papers submitted to the workshop, per the latest updates to the ACL anonymity policy. However, submissions must still remain fully anonymized.