Baptiste Roziere

9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🔥 Unstoppable (6)

Conferences

ICLR (3) ICML (3) NIPS (3)

Top co-authors

Gabriel Synnaeve (6) Guillaume Lample (3) Francois Charton (2) Marie-Anne Lachaux (2) Hugh James Leather (2) Marc Szafraniec (2) Mark Harman (1) Sida Wang (1) Olivier Teytaud (1) Gautier Dagan (1)

Keywords

representation learning (1) self-supervised learning (1) code generation (1) source code (1) arm selection (1) adversarial attack (1) contextual bandit (1) linear bandit (1) reward perturbation (1) reward manipulation (1) code translation (1) unsupervised machine translation (1) programming language (1) attack feasibility (1)

Papers

TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark ICLR 2025

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution ICML 2024

Better & Faster Large Language Models via Multi-token Prediction ICML 2024

Getting the most out of your tokenizer for pre-training and domain adaptation ICML 2024

Code Translation with Compiler Representations ICLR 2023

Leveraging Automated Unit Tests for Unsupervised Code Translation ICLR 2022

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NIPS 2021

Adversarial Attacks on Linear Contextual Bandits NIPS 2020

Unsupervised Translation of Programming Languages NIPS 2020