| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Retrieval Augmented Code Generation and Summarization | Aug 26, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Impact of Evaluation Methodologies on Code Summarization | Aug 22, 2021 | Code SummarizationComment Generation | CodeCode Available | 1 |
| Autoencoders as Tools for Program Synthesis | Aug 16, 2021 | Code SummarizationLanguage Modeling | CodeCode Available | 0 |
| Learning Sequential and Structural Information for Source Code Summarization | Aug 1, 2021 | Code SummarizationSource Code Summarization | —Unverified | 0 |
| On the Evaluation of Neural Code Summarization | Jul 15, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Cross-Lingual Transfer Learning for Statistical Type Inference | Jul 1, 2021 | Code SummarizationCross-Lingual Transfer | —Unverified | 0 |
| Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors | Jun 15, 2021 | Code SummarizationMachine Translation | CodeCode Available | 0 |
| CoDesc: A Large Code-Description Parallel Dataset | May 29, 2021 | Code SearchCode Summarization | CodeCode Available | 0 |
| TreeBERT: A Tree-Based Pre-Trained Model for Programming Language | May 26, 2021 | Code SummarizationLanguage Modeling | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Code Structure Guided Transformer for Source Code Summarization | Apr 19, 2021 | Code SummarizationInductive Bias | —Unverified | 0 |
| HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks | Mar 31, 2021 | Code Documentation GenerationCode Summarization | CodeCode Available | 0 |
| Project-Level Encoding for Neural Source Code Summarization of Subroutines | Mar 22, 2021 | Code SummarizationDecoder | CodeCode Available | 0 |
| Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach | Mar 21, 2021 | Code SummarizationDecoder | —Unverified | 0 |
| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 |
| Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting | Mar 14, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Neural Code Summarization | Feb 26, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 0 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| WheaCha: A Method for Explaining the Predictions of Models of Code | Feb 9, 2021 | BIG-bench Machine LearningCode Summarization | —Unverified | 0 |
| GN-Transformer: Fusing AST and Source Code information in Graph Networks | Jan 1, 2021 | Code SummarizationSource Code Summarization | —Unverified | 0 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Automatic Source Code Summarization via Reinforcement Learning | Dec 14, 2020 | Cloud ComputingCode Summarization | —Unverified | 0 |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | Sep 17, 2020 | Clone DetectionCode Completion | CodeCode Available | 0 |
