First Call for Papers

LangCode 2027: The First Language and Code Workshop
NAACL 2027, San Francisco, USA, June 1-5, 2027
https://langcode2027.github.io/

LangCode brings together NLP and software engineering researchers
working on secure, trustworthy, robust, and multilingual code
generation.

Topics include, but are not limited to:

* Secure code generation: guardrails, adversarial attacks, agentic coding safety
* Trustworthiness: interpretability, hallucination,
contamination-aware evaluation
* Robustness: paraphrased and code-mixed prompts, low-resource and
legacy languages
* Multilinguality: non-English prompts, cross-lingual transfer
* Applications: efficient models, computing education

Shared tasks (training data out October 30, 2026):

* Task 1: Multilingual Code Generation
* Task 2: Adversarial Prompt Detection

Submissions:
Long (8 pages), short (4 pages), and system papers (4 pages),
double-blind, via OpenReview.
ARR-reviewed papers can be committed. All accepted papers appear in
the ACL Anthology.
Details: https://langcode2027.github.io/submission/

Important dates (AoE):

* Submission deadline: February 5, 2027
* ARR commitment: March 12, 2027
* Notification: March 26, 2027
* Camera-ready: April 16, 2027

Organizers:
Nishat Raihan, Beatrice Casey, David Chiang, Joanna C. S. Santos
(University of Notre Dame);
Kevin Moran (University of Central Florida); Ziyu Yao, Marcos Zampieri
(George Mason University)

Contact: [email protected]
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