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• 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
• LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation
  2024 · 68 citations
• Building Language Models for Text with Named Entities
  2018 · 38 citations
• Ranking LLM-Generated Loop Invariants for Program Verification
  2023 · 27 citations
• Finding Inductive Loop Invariants using Large Language Models
  2023 · 15 citations
• AVATAR: A Parallel Corpus for Java-Python Program Translation
  2021 · 14 citations
• On ML-Based Program Translation: Perils and Promises
  2023 · 8 citations
• Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model
  2018 · 7 citations
• Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions
  2023 · 7 citations
• CONCORD: Clone-aware Contrastive Learning for Source Code
  2023 · 6 citations
• REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models
  2023 · 3 citations
• Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
  2022 · 2 citations
• Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming
  2024 · 2 citations