| 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 |
| On the Evaluation of Neural Code Summarization | Jul 15, 2021 | Code SummarizationSource Code Summarization | CodeCode Available | 1 |
| 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 |
| 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 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 |
| Code Summarization with Structure-induced Transformer | Dec 29, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| A Transformer-based Approach for Source Code Summarization | May 1, 2020 | Code SummarizationPosition | CodeCode Available | 1 |
| Improved Code Summarization via a Graph Neural Network | Apr 6, 2020 | Code SummarizationGraph Neural Network | CodeCode Available | 1 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 |
| Rethinking the effects of data contamination in Code Intelligence | Jun 3, 2025 | Code GenerationCode Summarization | —Unverified | 0 |
| An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks | May 27, 2025 | Code GenerationCode Summarization | —Unverified | 0 |
| LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models | May 20, 2025 | Code SearchCode Summarization | —Unverified | 0 |
| EVALOOP: Assessing LLM Robustness in Programming from a Self-consistency Perspective | May 18, 2025 | Adversarial AttackCode Generation | —Unverified | 0 |
| Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models | May 14, 2025 | Code SummarizationReranking | CodeCode Available | 0 |
| Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks | Apr 28, 2025 | Code SearchCode Summarization | —Unverified | 0 |
| Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval | Apr 11, 2025 | Code SummarizationInformation Retrieval | —Unverified | 0 |
| Enhancing Code LLM Training with Programmer Attention | Mar 19, 2025 | Code Summarization | —Unverified | 0 |
| Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization | Mar 13, 2025 | Code Summarization | —Unverified | 0 |
| Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption | Feb 17, 2025 | BenchmarkingCode Summarization | —Unverified | 0 |
