| 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 |
| The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages | Nov 22, 2024 | Variable misuse | CodeCode Available | 0 | 5 |
| Learning Semantic Program Embeddings with Graph Interval Neural Network | May 18, 2020 | Graph Neural NetworkMethod name prediction | —Unverified | 0 | 0 |
| Neuro-Symbolic Execution of Generic Source Code | Mar 23, 2023 | Variable misuse | —Unverified | 0 | 0 |
| Learning to Extend Program Graphs to Work-in-Progress Code | May 28, 2021 | Code CompletionVariable misuse | —Unverified | 0 | 0 |
| What does Transformer learn about source code? | Jul 18, 2022 | Variable misuse | —Unverified | 0 | 0 |
