← authors · overview

• Unified Pre-training for Program Understanding and Generation
  2021 · 581 citations
• A Transformer-based Approach for Source Code Summarization
  2020 · 364 citations
• NatGen: Generative pre-training by "Naturalizing" source code
  2022 · 99 citations
• Building Language Models for Text with Named Entities
  2018 · 38 citations
• Multi-lingual Evaluation of Code Generation Models
  2022 · 29 citations
• CYCLE: Learning to Self-Refine the Code Generation
  2024 · 29 citations
• Vulnerability Detection with Code Language Models: How Far Are We?
  2024 · 13 citations
• Patching as Translation: the Data and the Metaphor
  2020 · 11 citations
• Predictive Synthesis of API-Centric Code
  2022 · 11 citations
• A Static Evaluation of Code Completion by Large Language Models
  2023 · 9 citations
• On ML-Based Program Translation: Perils and Promises
  2023 · 8 citations
• ReCode: Robustness Evaluation of Code Generation Models
  2022 · 6 citations
• CONCORD: Clone-aware Contrastive Learning for Source Code
  2023 · 6 citations
• SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
  2024 · 6 citations
• CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation
  2025 · 5 citations