| An Empirical Study on Capability of Large Language Models in Understanding Code Semantics | Jul 4, 2024 | Code SummarizationMethod name prediction | —Unverified | 0 |
| Do Current Language Models Support Code Intelligence for R Programming Language? | Oct 10, 2024 | Code SummarizationMethod name prediction | —Unverified | 0 |
| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 |
| Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code | Nov 1, 2021 | Code ClassificationMethod name prediction | —Unverified | 0 |
| Evaluating the Impact of Source Code Parsers on ML4SE Models | Jun 17, 2022 | Method name prediction | —Unverified | 0 |
| InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees | Dec 13, 2020 | Clone DetectionCode Classification | —Unverified | 0 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 |
| Universal Representation for Code | Mar 4, 2021 | Link PredictionMethod name prediction | —Unverified | 0 |
| Memorization and Generalization in Neural Code Intelligence Models | Jun 16, 2021 | Code Documentation GenerationCode Search | CodeCode Available | 0 |
| Towards Demystifying Dimensions of Source Code Embeddings | Aug 29, 2020 | Method name prediction | CodeCode Available | 0 |
