| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 |
| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization | Mar 18, 2022 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting | Mar 14, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Source Code Summarization in the Era of Large Language Models | Jul 9, 2024 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 |
| Source Code Summarization with Structural Relative Position Guided Transformer | Feb 14, 2022 | Code SummarizationPosition | CodeCode Available | 1 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Structured Neural Summarization | Nov 5, 2018 | Source Code Summarization | CodeCode Available | 1 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| 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 |
| Assemble Foundation Models for Automatic Code Summarization | Jan 13, 2022 | Code Documentation GenerationCode Summarization | CodeCode Available | 1 |
| Contrastive Code Representation Learning | Jul 9, 2020 | Clone DetectionContrastive Learning | CodeCode Available | 1 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 |
| On the Evaluation of Neural Code Summarization | Jul 15, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning | Feb 24, 2020 | Code GenerationCode Summarization | —Unverified | 0 |
| GN-Transformer: Fusing AST and Source Code information in Graph Networks | Jan 1, 2021 | Code SummarizationSource Code Summarization | —Unverified | 0 |
| Code Structure Guided Transformer for Source Code Summarization | Apr 19, 2021 | Code SummarizationInductive Bias | —Unverified | 0 |
| Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow | May 23, 2018 | Code SummarizationRetrieval | —Unverified | 0 |
| Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach | Mar 21, 2021 | Code SummarizationDecoder | —Unverified | 0 |
| ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization | Jul 1, 2024 | Code SummarizationDecoder | —Unverified | 0 |
| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 |
