| An Exploratory Study on Code Attention in BERT | Apr 5, 2022 | Clone DetectionCode Summarization | —Unverified | 0 |
| On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages | Apr 5, 2022 | Code SearchCode Summarization | —Unverified | 0 |
| M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization | Mar 18, 2022 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages | Mar 16, 2022 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Source Code Summarization with Structural Relative Position Guided Transformer | Feb 14, 2022 | Code SummarizationPosition | CodeCode Available | 1 |
| What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code | Feb 14, 2022 | Code CompletionCode Search | CodeCode Available | 0 |
| Compositionality-Aware Graph2Seq Learning | Jan 28, 2022 | Code SummarizationSource Code Summarization | CodeCode Available | 0 |
| Meta Learning for Code Summarization | Jan 20, 2022 | Code SummarizationMeta-Learning | —Unverified | 0 |
| Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages | Jan 16, 2022 | Code GenerationCode Summarization | —Unverified | 0 |
| Code Summarization: Do Transformers Really Understand Code? | Jan 16, 2022 | Code Summarization | —Unverified | 0 |
| Assemble Foundation Models for Automatic Code Summarization | Jan 13, 2022 | Code Documentation GenerationCode Summarization | CodeCode Available | 1 |
| Multilingual training for Software Engineering | Dec 3, 2021 | Code SummarizationRetrieval | —Unverified | 0 |
| AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization | Dec 2, 2021 | Code Summarization | —Unverified | 0 |
| Graph Conditioned Sparse-Attention for Improved Source Code Understanding | Dec 1, 2021 | Code SummarizationVariable misuse | CodeCode Available | 1 |
| Integrating Tree Path in Transformer for Code Representation | Dec 1, 2021 | Code Summarization | CodeCode Available | 0 |
| Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack Overflow | Nov 27, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 0 |
| GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization | Nov 17, 2021 | Code Summarization | CodeCode Available | 1 |
| Meta Learning for Code Summarization | Nov 16, 2021 | Code SummarizationMeta-Learning | —Unverified | 0 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | Nov 16, 2021 | Code SummarizationGraph Neural Network | CodeCode Available | 0 |
| Can Neural Networks Understand Programs like Humans? | Nov 16, 2021 | Clone DetectionCode Summarization | CodeCode Available | 0 |
| Retrieval-based Layer-wise Adaptive Transformer for Source Code Summarization | Nov 16, 2021 | Code SummarizationRetrieval | —Unverified | 0 |
| Code Representation Learning with Prüfer Sequences | Nov 14, 2021 | Code SummarizationRepresentation Learning | —Unverified | 0 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 |
| Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations | Nov 1, 2021 | Auxiliary LearningCode Summarization | —Unverified | 0 |
| Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy | Sep 17, 2021 | Code CompletionCode Generation | —Unverified | 0 |
