TrustNLP: Fourth Workshop on Trustworthy Natural Language Processing

Colocated with the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024) in Mexico City, Mexico.

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
- Fairness in LLM alignment, Human Preference Elicitation, Participatory NLP
- Data Privacy Preservation and Data Leakage Issues in LLMs
- Toxic Language Detection and Mitigation
- Red-teaming, backdoor or adversarial attacks and defenses for LLM safety
- 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
- Trustworthy NLP challenges and opportunities for Latin American and Caribbean languages
- Regionally-relevant NLP fairness applications (toxicity, sentiment, content moderation, translation, etc.)

We welcome contributions which 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:

Wed, March 27th, 2024: Workshop Paper Due Date (Direct Submission via Softconf)
Friday, April 5th, 2024: Workshop Paper Due Date (Fast-Track)
April 23rd, 2024: Notification of Acceptance
May 3rd, 2024: Camera-ready Papers Due
June 21/22, 2024: TrustNLP Workshop day


Website link: https://trustnlpworkshop.github.io/
Softconf Submission link: https://softconf.com/naacl2024/TrustNLP2024/user/

Questions? Email us at trustnlp24naaclworkshop@googlegroups.com