code summarization

Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages EACL 2023 The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023 A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ACL 2022 Boosting Code Summarization by Embedding Code Structures COLING 2022 Impact of Evaluation Methodologies on Code Summarization ACL 2022 Learning to Describe Solutions for Bug Reports Based on Developer Discussions ACL 2022 Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization ACL 2022 Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022 CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees EMNLP 2021 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021 CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model ACL 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 Language-Agnostic Representation Learning of Source Code from Structure and Context ICLR 2021 Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy EMNLP 2021 Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021 Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation ACL 2021 Retrieval Augmented Code Generation and Summarization EMNLP 2021 Retrieval-Augmented Generation for Code Summarization via Hybrid GNN ICLR 2021 Towards Generating Summaries for Lexically Confusing Code through Code Erosion IJCAI 2021 Unified Pre-training for Program Understanding and Generation NAACL 2021 PyMT5: multi-mode translation of natural language and Python code with transformers EMNLP 2020 code2seq: Generating Sequences from Structured Representations of Code ICLR 2019 Code Generation as a Dual Task of Code Summarization NeurIPS 2019 Summarizing Source Code with Transferred API Knowledge IJCAI 2018