| Graph Conditioned Sparse-Attention for Improved Source Code Understanding | Dec 1, 2021 | Code SummarizationVariable misuse | CodeCode Available | 1 | 5 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 | 5 |
| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 | 5 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 | 5 |
| MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning | Jun 13, 2022 | Code CompletionCode Summarization | CodeCode Available | 1 | 5 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 | 5 |
| InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct | Jul 8, 2024 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 | 5 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Retrieval Augmented Code Generation and Summarization | Aug 26, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
