| Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain | Oct 21, 2023 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models | Dec 15, 2023 | BenchmarkingCode Summarization | CodeCode Available | 1 | 5 |
| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 | 5 |
| InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct | Jul 8, 2024 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages | Mar 16, 2022 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 | 5 |
| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 | 5 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 | 5 |
| Unified Pre-training for Program Understanding and Generation | Mar 10, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning | Jun 13, 2022 | Code CompletionCode Summarization | CodeCode Available | 1 | 5 |
| No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence | Jul 24, 2022 | Code SummarizationCode Translation | CodeCode Available | 1 | 5 |
| One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization | Mar 28, 2023 | AllCode Search | CodeCode Available | 1 | 5 |
| Impact of Evaluation Methodologies on Code Summarization | Aug 22, 2021 | Code SummarizationComment Generation | CodeCode Available | 1 | 5 |
| GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization | Nov 17, 2021 | Code Summarization | CodeCode Available | 1 | 5 |
| Breaking the Silence: the Threats of Using LLMs in Software Engineering | Dec 13, 2023 | Code CompletionCode Summarization | CodeCode Available | 0 | 5 |
| Boosting Code Summarization by Embedding Code Structures | Oct 1, 2022 | Code SummarizationGraph Embedding | CodeCode Available | 0 | 5 |
| A Neural Network Architecture for Program Understanding Inspired by Human Behaviors | May 10, 2022 | Clone DetectionCode Summarization | CodeCode Available | 0 | 5 |
| Better Language Models of Code through Self-Improvement | Apr 2, 2023 | Code SummarizationData Augmentation | CodeCode Available | 0 | 5 |
| Automating Code-Related Tasks Through Transformers: The Impact of Pre-training | Feb 8, 2023 | Bug fixingCode Completion | 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 |
| 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 |
| Compositionality-Aware Graph2Seq Learning | Jan 28, 2022 | Code SummarizationSource Code Summarization | 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 |
