The impact of lexical and grammatical processing on generating code from natural language. - Nathanaël Beau; Benoît Crabbé (ACL (Findings), 2022)

CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow. - Nathanaël Beau; Benoît Crabbé (ACL (Findings), 2024)

Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning. - Jean Vassoyan; Nathanaël Beau; Roman Plaud (NAACL (Findings), 2025)

RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation. - Nathanaël Beau; Benoît Crabbé (CoRR, 2025)