| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 |
| Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting | Mar 14, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Neural Code Summarization | Feb 26, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 0 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| WheaCha: A Method for Explaining the Predictions of Models of Code | Feb 9, 2021 | BIG-bench Machine LearningCode Summarization | —Unverified | 0 |
| GN-Transformer: Fusing AST and Source Code information in Graph Networks | Jan 1, 2021 | Code SummarizationSource Code Summarization | —Unverified | 0 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Automatic Source Code Summarization via Reinforcement Learning | Dec 14, 2020 | Cloud ComputingCode Summarization | —Unverified | 0 |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | Sep 17, 2020 | Clone DetectionCode Completion | —Unverified | 0 |
