| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks | Jun 4, 2020 | Code SummarizationMachine Translation | —Unverified | 0 |
| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning | Feb 24, 2020 | Code GenerationCode Summarization | —Unverified | 0 |
| Code Generation as a Dual Task of Code Summarization | Oct 14, 2019 | Code GenerationCode Summarization | CodeCode Available | 0 |
| Automatic Source Code Summarization with Extended Tree-LSTM | Jun 19, 2019 | Code SummarizationMachine Translation | CodeCode Available | 0 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 |
| A Convolutional Neural Network for Language-Agnostic Source Code Summarization | Mar 29, 2019 | Code SummarizationDecoder | —Unverified | 0 |
| Improving Automatic Source Code Summarization via Deep Reinforcement Learning | Nov 17, 2018 | Code SummarizationDecoder | CodeCode Available | 0 |
| code2seq: Generating Sequences from Structured Representations of Code | Aug 4, 2018 | Code SummarizationNMT | CodeCode Available | 0 |
| Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow | May 23, 2018 | Code SummarizationRetrieval | —Unverified | 0 |
