| Memorization and Generalization in Neural Code Intelligence Models | Jun 16, 2021 | Code Documentation GenerationCode Search | CodeCode Available | 0 |
| Understanding Neural Code Intelligence Through Program Simplification | Jun 7, 2021 | Method name predictionVariable misuse | CodeCode Available | 1 |
| PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code | Mar 23, 2021 | Method name prediction | CodeCode Available | 1 |
| Universal Representation for Code | Mar 4, 2021 | Link PredictionMethod name prediction | —Unverified | 0 |
| InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees | Dec 13, 2020 | Clone DetectionCode Classification | —Unverified | 0 |
| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 |
| Towards Demystifying Dimensions of Source Code Embeddings | Aug 29, 2020 | Method name prediction | CodeCode Available | 0 |
| On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations | Jul 31, 2020 | Method name prediction | CodeCode Available | 1 |
| Contrastive Code Representation Learning | Jul 9, 2020 | Clone DetectionContrastive Learning | CodeCode Available | 1 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 |
