← authors · overview

• A Syntactic Neural Model for General-Purpose Code Generation
  2017 · 535 citations
• DyNet: The Dynamic Neural Network Toolkit
  2017 · 345 citations
• Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow
  2018 · 202 citations
• TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
  2018 · 201 citations
• PaLM 2 Technical Report
  2023 · 163 citations
• Retrieval-Based Neural Code Generation
  2018 · 91 citations
• DIRE: A Neural Approach to Decompiled Identifier Naming
  2019 · 82 citations
• SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
  2023 · 28 citations
• NExT: Teaching Large Language Models to Reason about Code Execution
  2024 · 6 citations
• A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond
  2024 · 5 citations
• Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
  2024 · 5 citations
• Natural Language to Code Generation in Interactive Data Science Notebooks
  2022 · 3 citations
• L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
  2023 · 3 citations
• Natural Language Outlines for Code: Literate Programming in the LLM Era
  2024 · 2 citations
• Compositional Generalization and Decomposition in Neural Program Synthesis
  2022 · 2 citations