| ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages | Dec 13, 2022 | Code SummarizationLanguage Modeling | CodeCode Available | 6 |
| AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct | May 23, 2024 | Class-level Code GenerationCode Completion | CodeCode Available | 4 |
| XMainframe: A Large Language Model for Mainframe Modernization | Aug 5, 2024 | Code SummarizationLanguage Modeling | CodeCode Available | 2 |
| M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization | Mar 18, 2022 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Language-Agnostic Representation Learning of Source Code from Structure and Context | Mar 21, 2021 | Code SummarizationRepresentation Learning | CodeCode Available | 1 |
| Impact of Evaluation Methodologies on Code Summarization | Aug 22, 2021 | Code SummarizationComment Generation | CodeCode Available | 1 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| A Prompt Learning Framework for Source Code Summarization | Dec 26, 2023 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting | Mar 14, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct | Jul 8, 2024 | Code GenerationCode Summarization | CodeCode Available | 1 |
| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 |
| Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain | Oct 21, 2023 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Code Summarization Beyond Function Level | Feb 23, 2025 | Code SummarizationFew-Shot Learning | CodeCode Available | 1 |
| Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models | Dec 15, 2023 | BenchmarkingCode Summarization | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code | Oct 24, 2023 | Code Summarization | CodeCode Available | 1 |
| Assemble Foundation Models for Automatic Code Summarization | Jan 13, 2022 | Code Documentation GenerationCode Summarization | CodeCode Available | 1 |
| Graph Conditioned Sparse-Attention for Improved Source Code Understanding | Dec 1, 2021 | Code SummarizationVariable misuse | CodeCode Available | 1 |
| GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization | Nov 17, 2021 | Code Summarization | CodeCode Available | 1 |
