| Understanding Neural Code Intelligence Through Program Simplification | Jun 7, 2021 | Method name predictionVariable misuse | CodeCode Available | 1 | 5 |
| Neural Program Repair by Jointly Learning to Localize and Repair | Apr 3, 2019 | Program RepairVariable misuse | CodeCode Available | 1 | 5 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 | 5 |
| Graph Conditioned Sparse-Attention for Improved Source Code Understanding | Dec 1, 2021 | Code SummarizationVariable misuse | CodeCode Available | 1 | 5 |
| CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation | Sep 29, 2021 | Exception typeVariable misuse | CodeCode Available | 1 | 5 |
| A Critical Study of What Code-LLMs (Do Not) Learn | Jun 17, 2024 | Variable misuse | CodeCode Available | 0 | 5 |
| Learning Graph Structure With A Finite-State Automaton Layer | Jul 9, 2020 | Variable misuse | CodeCode Available | 0 | 5 |
| Memorization and Generalization in Neural Code Intelligence Models | Jun 16, 2021 | Code Documentation GenerationCode Search | CodeCode Available | 0 | 5 |
| Learning and Evaluating Contextual Embedding of Source Code | Dec 21, 2019 | Contextual Embedding for Source CodeException type | CodeCode Available | 0 | 5 |
| Probing Pretrained Models of Source Code | Feb 16, 2022 | Classificationregression | CodeCode Available | 0 | 5 |
