| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 | 5 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 | 5 |
| Source Code Summarization in the Era of Large Language Models | Jul 9, 2024 | Code SummarizationSource Code Summarization | CodeCode Available | 1 | 5 |
| M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization | Mar 18, 2022 | Code SummarizationSource Code Summarization | CodeCode Available | 1 | 5 |
| Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting | Mar 14, 2021 | Code SummarizationSource Code 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 |
| On the Evaluation of Neural Code Summarization | Jul 15, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 | 5 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 | 5 |
| Source Code Summarization with Structural Relative Position Guided Transformer | Feb 14, 2022 | Code SummarizationPosition | CodeCode Available | 1 | 5 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| Structured Neural Summarization | Nov 5, 2018 | Source Code Summarization | CodeCode Available | 1 | 5 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 | 5 |
| CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing | Apr 6, 2021 | API Sequence RecommendationCode Comment Generation | CodeCode Available | 1 | 5 |
| Assemble Foundation Models for Automatic Code Summarization | Jan 13, 2022 | Code Documentation GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Contrastive Code Representation Learning | Jul 9, 2020 | Clone DetectionContrastive Learning | 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 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 | 5 |
| Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors | Jun 15, 2021 | Code SummarizationMachine Translation | CodeCode Available | 0 | 5 |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | Sep 17, 2020 | Clone DetectionCode Completion | CodeCode Available | 0 | 5 |
| CoDesc: A Large Code-Description Parallel Dataset | May 29, 2021 | Code SearchCode Summarization | CodeCode Available | 0 | 5 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | Nov 16, 2021 | Code SummarizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Automatic Source Code Summarization via Deep Reinforcement Learning | Nov 17, 2018 | Code SummarizationDecoder | CodeCode Available | 0 | 5 |
| Code Generation as a Dual Task of Code Summarization | Oct 14, 2019 | Code GenerationCode Summarization | CodeCode Available | 0 | 5 |
| An Extractive-and-Abstractive Framework for Source Code Summarization | Jun 15, 2022 | Code SummarizationMachine Translation | CodeCode Available | 0 | 5 |
