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| Graph Conditioned Sparse-Attention for Improved Source Code Understanding | Dec 1, 2021 | Code SummarizationVariable misuse | CodeCode Available | 1 |
| CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation | Sep 29, 2021 | Exception typeVariable misuse | CodeCode Available | 1 |
| Understanding Neural Code Intelligence Through Program Simplification | Jun 7, 2021 | Method name predictionVariable misuse | CodeCode Available | 1 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 |
| What does Transformer learn about source code? | Jul 18, 2022 | Variable misuse | —Unverified | 0 |
| Learning to Extend Program Graphs to Work-in-Progress Code | May 28, 2021 | Code CompletionVariable misuse | —Unverified | 0 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 |
| Neuro-Symbolic Execution of Generic Source Code | Mar 23, 2023 | Variable misuse | —Unverified | 0 |
| Memorization and Generalization in Neural Code Intelligence Models | Jun 16, 2021 | Code Documentation GenerationCode Search | CodeCode Available | 0 |
