| Neural Code Summarization | Feb 26, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 0 | 5 |
| Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors | Jun 15, 2021 | Code SummarizationMachine Translation | CodeCode Available | 0 | 5 |
| Automatic Source Code Summarization with Extended Tree-LSTM | Jun 19, 2019 | Code SummarizationMachine Translation | CodeCode Available | 0 | 5 |
| CSA-Trans: Code Structure Aware Transformer for AST | Apr 7, 2024 | Code SummarizationStochastic Block Model | CodeCode Available | 0 | 5 |
| CodeT5+: Open Code Large Language Models for Code Understanding and Generation | May 13, 2023 | Arithmetic ReasoningCode Completion | CodeCode Available | 0 | 5 |
| CoDesc: A Large Code-Description Parallel Dataset | May 29, 2021 | Code SearchCode Summarization | CodeCode Available | 0 | 5 |
| Distilled GPT for Source Code Summarization | Aug 28, 2023 | Code SummarizationGPU | CodeCode Available | 0 | 5 |
| Boosting Code Summarization by Embedding Code Structures | Oct 1, 2022 | Code SummarizationGraph Embedding | CodeCode Available | 0 | 5 |
| Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack Overflow | Nov 27, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 0 | 5 |
| Model Editing for LLMs4Code: How Far are We? | Nov 11, 2024 | 16kCode Generation | CodeCode Available | 0 | 5 |
| Autoencoders as Tools for Program Synthesis | Aug 16, 2021 | Code SummarizationLanguage Modeling | CodeCode Available | 0 | 5 |
| Code Generation as a Dual Task of Code Summarization | Oct 14, 2019 | Code GenerationCode Summarization | CodeCode Available | 0 | 5 |
| code2seq: Generating Sequences from Structured Representations of Code | Aug 4, 2018 | Code SummarizationNMT | CodeCode Available | 0 | 5 |
| An Extractive-and-Abstractive Framework for Source Code Summarization | Jun 15, 2022 | Code SummarizationMachine Translation | CodeCode Available | 0 | 5 |
| Improving Automatic Source Code Summarization via Deep Reinforcement Learning | Nov 17, 2018 | Code SummarizationDecoder | CodeCode Available | 0 | 5 |
| Integrating Tree Path in Transformer for Code Representation | Dec 1, 2021 | Code Summarization | CodeCode Available | 0 | 5 |
| CLAWSAT: Towards Both Robust and Accurate Code Models | Nov 21, 2022 | Code GenerationCode Summarization | CodeCode Available | 0 | 5 |
| Can Neural Networks Understand Programs like Humans? | Nov 16, 2021 | Clone DetectionCode Summarization | CodeCode Available | 0 | 5 |
| 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 | 5 |
| EyeTrans: Merging Human and Machine Attention for Neural Code Summarization | Feb 21, 2024 | Code Summarization | CodeCode Available | 0 | 5 |
| GraphCodeBERT: Pre-training Code Representations with Data Flow | Sep 17, 2020 | Clone DetectionCode Completion | CodeCode Available | 0 | 5 |
| Analyzing the Performance of Large Language Models on Code Summarization | Apr 10, 2024 | Code GenerationCode Summarization | CodeCode Available | 0 | 5 |
| Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to R | Mar 16, 2024 | Code Summarizationparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| Exploring Data Augmentation for Code Generation Tasks | Feb 5, 2023 | Code GenerationCode Summarization | CodeCode Available | 0 | 5 |
| Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers | Sep 21, 2022 | Code SummarizationMulti-Task Learning | CodeCode Available | 0 | 5 |
