← authors · overview

• CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
  2021 · 415 citations
• GraphCodeBERT: Pre-training Code Representations with Data Flow
  2020 · 155 citations
• Automating Code Review Activities by Large-Scale Pre-training
  2022 · 155 citations
• InferFix: End-to-End Program Repair with LLMs
  2023 · 140 citations
• Pythia: AI-assisted Code Completion System
  2019 · 115 citations
• IntelliCode Compose: Code Generation Using Transformer
  2020 · 27 citations
• PyMT5: multi-mode translation of natural language and Python code with transformers
  2020 · 24 citations
• Code Execution with Pre-trained Language Models
  2023 · 19 citations
• Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
  2021 · 11 citations
• Exploring and Evaluating Personalized Models for Code Generation
  2022 · 10 citations
• Unit Test Case Generation with Transformers and Focal Context
  2020 · 8 citations
• Generating Bug-Fixes Using Pretrained Transformers
  2021 · 6 citations
• Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation
  2023 · 3 citations
• DeepMerge: Learning to Merge Programs
  2021 · 2 citations
• Fast and Memory-Efficient Neural Code Completion
  2020