Call for papers
We invite papers which focus on developing models that are explainable, fair, privacy-preserving, causal, and robust (Trustworthy ML Initiative). Topics of interest include (but are not limited to):
- Differential Privacy
- Fairness and Bias: Evaluation and Treatments
- Model Explainability and Interpretability
- Accountability
- Ethics
- Industry applications of Trustworthy NLP
- Causal Inference
- Secure and trustworthy data generation
Important Dates
- March 15, 2021: Submission Date
- April 15, 2021: Notification of Acceptance
- April 26, 2021: Camera-ready papers due
- June 10, 2021: Workshop on Trustworthy NLP (TrustNLP)
Deadline extended! Please check the website for updated dates. https://trustnlpworkshop.github.io/
Submission Policy
All submissions will be double-blind peer reviewed (with author names and affiliations removed) by the program committee and judged by their relevance to the workshop themes. Accepted and under-review papers are allowed to submit to the workshop. Submitted manuscripts must be 8 pages long for full papers, and 4 pages long for short papers. 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: https://www.overleaf.com/latex/templates/naacl-hlt-2021-latex-template/kvjhhyjsvmxf.
We also ask authors to include a broader impact and ethical concerns statement, following guidelines from the main conference.
Please submit to https://www.softconf .com/naacl2021/trustnlp2021/
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 softconf 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.
Anonymity Period
We will follow NAACL’s anonymity policy, and require full anonymity until time of acceptance (April 15, 2021).
CONTACT: trustnlpworks...@gmail.com
