| On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations | Jul 31, 2020 | Method name prediction | CodeCode Available | 1 | 5 |
| Understanding Neural Code Intelligence Through Program Simplification | Jun 7, 2021 | Method name predictionVariable misuse | CodeCode Available | 1 | 5 |
| Contrastive Code Representation Learning | Jul 9, 2020 | Clone DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations | Apr 15, 2020 | Method name prediction | CodeCode Available | 1 | 5 |
| Embedding Java Classes with code2vec: Improvements from Variable Obfuscation | Apr 6, 2020 | Code ClassificationMethod name prediction | CodeCode Available | 1 | 5 |
| Assessing Project-Level Fine-Tuning of ML4SE Models | Jun 7, 2022 | Method name prediction | CodeCode Available | 1 | 5 |
| PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code | Mar 23, 2021 | Method name prediction | CodeCode Available | 1 | 5 |
| Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models | May 28, 2022 | Method name prediction | CodeCode Available | 1 | 5 |
| Testing Neural Program Analyzers | Aug 25, 2019 | Method name prediction | CodeCode Available | 1 | 5 |
| Studying Vulnerable Code Entities in R | Feb 6, 2024 | Code SummarizationMethod name prediction | CodeCode Available | 0 | 5 |
| Extracting Label-specific Key Input Features for Neural Code Intelligence Models | Feb 14, 2022 | Method name predictionPrediction | CodeCode Available | 0 | 5 |
| WRDScore: New Metric for Evaluation of Natural Language Generation Models | May 29, 2024 | Method name predictionText Generation | CodeCode Available | 0 | 5 |
| Towards Demystifying Dimensions of Source Code Embeddings | Aug 29, 2020 | Method name prediction | CodeCode Available | 0 | 5 |
| TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation | Nov 10, 2023 | Clone DetectionCode Search | CodeCode Available | 0 | 5 |
| Memorization and Generalization in Neural Code Intelligence Models | Jun 16, 2021 | Code Documentation GenerationCode Search | CodeCode Available | 0 | 5 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 | 0 |
| An Empirical Study on Capability of Large Language Models in Understanding Code Semantics | Jul 4, 2024 | Code SummarizationMethod name prediction | —Unverified | 0 | 0 |
| Do Current Language Models Support Code Intelligence for R Programming Language? | Oct 10, 2024 | Code SummarizationMethod name prediction | —Unverified | 0 | 0 |
| Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations | Sep 6, 2020 | ClusteringCode Summarization | —Unverified | 0 | 0 |
| Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code | Nov 1, 2021 | Code ClassificationMethod name prediction | —Unverified | 0 | 0 |
| Evaluating the Impact of Source Code Parsers on ML4SE Models | Jun 17, 2022 | Method name prediction | —Unverified | 0 | 0 |
| InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees | Dec 13, 2020 | Clone DetectionCode Classification | —Unverified | 0 | 0 |
| Learning Blended, Precise Semantic Program Embeddings | Jul 3, 2019 | Graph Neural NetworkMethod name prediction | —Unverified | 0 | 0 |
| Universal Representation for Code | Mar 4, 2021 | Link PredictionMethod name prediction | —Unverified | 0 | 0 |
