| Better Language Models of Code through Self-Improvement | Apr 2, 2023 | Code SummarizationData Augmentation | CodeCode Available | 0 |
| One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization | Mar 28, 2023 | AllCode Search | CodeCode Available | 1 |
| Exploring Distributional Shifts in Large Language Models for Code Analysis | Mar 16, 2023 | Code GenerationCode Summarization | —Unverified | 0 |
| Greener yet Powerful: Taming Large Code Generation Models with Quantization | Mar 9, 2023 | Code GenerationCode Summarization | —Unverified | 0 |
| Demystifying What Code Summarization Models Learned | Mar 4, 2023 | Code Summarizationimage-classification | —Unverified | 0 |
| Automating Code-Related Tasks Through Transformers: The Impact of Pre-training | Feb 8, 2023 | Bug fixingCode Completion | CodeCode Available | 0 |
| Exploring Data Augmentation for Code Generation Tasks | Feb 5, 2023 | Code GenerationCode Summarization | CodeCode Available | 0 |
| A Survey on Pretrained Language Models for Neural Code Intelligence | Dec 20, 2022 | Code SummarizationSurvey | —Unverified | 0 |
| ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages | Dec 13, 2022 | Code SummarizationLanguage Modeling | CodeCode Available | 6 |
| CLAWSAT: Towards Both Robust and Accurate Code Models | Nov 21, 2022 | Code GenerationCode Summarization | CodeCode Available | 0 |
| Pre-Training Representations of Binary Code Using Contrastive Learning | Oct 11, 2022 | Code SummarizationComputer Security | —Unverified | 0 |
| Boosting Code Summarization by Embedding Code Structures | Oct 1, 2022 | Code SummarizationGraph Embedding | CodeCode Available | 0 |
| Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers | Sep 21, 2022 | Code SummarizationMulti-Task Learning | CodeCode Available | 0 |
| Towards Code Summarization of APIs Based on Unofficial Documentation Using NLP Techniques | Aug 12, 2022 | Code Summarization | —Unverified | 0 |
| No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence | Jul 24, 2022 | Code SummarizationCode Translation | CodeCode Available | 1 |
| Few-shot training LLMs for project-specific code-summarization | Jul 9, 2022 | Code SummarizationFew-Shot Learning | —Unverified | 0 |
| Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection | Jun 17, 2022 | Clone DetectionCode Summarization | —Unverified | 0 |
| An Extractive-and-Abstractive Framework for Source Code Summarization | Jun 15, 2022 | Code SummarizationMachine Translation | CodeCode Available | 0 |
| MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning | Jun 13, 2022 | Code CompletionCode Summarization | CodeCode Available | 1 |
| Learning code summarization from a small and local dataset | Jun 2, 2022 | Code SummarizationTime Series | —Unverified | 0 |
| HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations | May 31, 2022 | Clone DetectionCode Classification | —Unverified | 0 |
| Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages | May 23, 2022 | Code GenerationCode Summarization | CodeCode Available | 1 |
| A Neural Network Architecture for Program Understanding Inspired by Human Behaviors | May 10, 2022 | Clone DetectionCode Summarization | CodeCode Available | 0 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | May 1, 2022 | Code SummarizationGraph Neural Network | —Unverified | 0 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
