source code

MultiFix: Learning to Repair Multiple Errors by Optimal Alignment Learning EMNLP 2021 Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021 On the Embeddings of Variables in Recurrent Neural Networks for Source Code NAACL 2021 PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NeurIPS 2021 Retrieval-Augmented Generation for Code Summarization via Hybrid GNN ICLR 2021 TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021 Associating Natural Language Comment and Source Code Entities AAAI 2020 CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching NeurIPS 2020 Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020 Graph-based, Self-Supervised Program Repair from Diagnostic Feedback ICML 2020 Learning and Evaluating Contextual Embedding of Source Code ICML 2020 Unsupervised Translation of Programming Languages NeurIPS 2020 Automatic Code Review by Learning the Revision of Source Code AAAI 2019 Commit Message Generation for Source Code Changes IJCAI 2019 Learning to Represent Programs with Graphs ICLR 2018 Modelling Natural Language, Programs, and their Intersection NAACL 2018 Summarizing Source Code with Transferred API Knowledge IJCAI 2018 A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation IJCNLP 2017 DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning IJCAI 2017 End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks IJCAI 2017 Enhancing the Unified Features to Locate Buggy Files by Exploiting the Sequential Nature of Source Code IJCAI 2017 Learning to Align the Source Code to the Compiled Object Code ICML 2017 Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code IJCAI 2017 Bimodal Modelling of Source Code and Natural Language ICML 2015 Structured Generative Models of Natural Source Code ICML 2014