| CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks | May 25, 2021 | BIG-bench Machine LearningCode Classification | CodeCode Available | 2 |
| Learning Program Semantics with Code Representations: An Empirical Study | Mar 22, 2022 | Clone DetectionCode Classification | CodeCode Available | 1 |
| CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection | Mar 12, 2025 | BenchmarkingCode Classification | CodeCode Available | 1 |
| Graph Convolutions Enrich the Self-Attention in Transformers! | Dec 7, 2023 | Clone Detection | CodeCode Available | 1 |
| MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation | Oct 6, 2022 | ClassificationCode Classification | CodeCode Available | 1 |
| A General-Purpose Self-Supervised Model for Computational Pathology | Aug 29, 2023 | Code ClassificationDiagnostic | CodeCode Available | 1 |
| Embedding Java Classes with code2vec: Improvements from Variable Obfuscation | Apr 6, 2020 | Code ClassificationMethod name prediction | CodeCode Available | 1 |
| Understanding Programs by Exploiting (Fuzzing) Test Cases | May 23, 2023 | Clone DetectionCode Classification | CodeCode Available | 1 |
| Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification | May 7, 2023 | Code ClassificationGraph Neural Network | CodeCode Available | 1 |
| ICDBigBird: A Contextual Embedding Model for ICD Code Classification | Apr 21, 2022 | ClassificationCode Classification | —Unverified | 0 |
| InProC: Industry and Product/Service Code Classification | May 22, 2023 | AI AgentClassification | —Unverified | 0 |
| Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding | Nov 11, 2024 | ClassificationCode Classification | —Unverified | 0 |
| InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees | Dec 13, 2020 | Clone DetectionCode Classification | —Unverified | 0 |
| xASTNN: Improved Code Representations for Industrial Practice | Mar 13, 2023 | Clone DetectionCode Classification | —Unverified | 0 |
| Adding Context to Source Code Representations for Deep Learning | Jul 30, 2022 | Code ClassificationDeep Learning | —Unverified | 0 |
| Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study | Mar 13, 2023 | Clone DetectionCode Classification | —Unverified | 0 |
| Classification of Goods Using Text Descriptions With Sentences Retrieval | Nov 2, 2021 | ClassificationCode Classification | —Unverified | 0 |
| Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding | Nov 16, 2021 | Code ClassificationRepresentation Learning | —Unverified | 0 |
| Data Quality Estimation Framework for Faster Tax Code Classification | May 1, 2022 | AttributeAttribute Value Extraction | —Unverified | 0 |
| Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code | Nov 1, 2021 | Code ClassificationMethod name prediction | —Unverified | 0 |
| Energy-bounded Learning for Robust Models of Code | Dec 20, 2021 | Code ClassificationCode Search | —Unverified | 0 |
| Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings | Jul 3, 2025 | Code ClassificationFederated Learning | —Unverified | 0 |
| Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers | Dec 12, 2020 | BIG-bench Machine LearningCode Classification | —Unverified | 0 |
| Sparse Attention-Based Neural Networks for Code Classification | Nov 11, 2023 | ClassificationCode Classification | —Unverified | 0 |
| Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification | Mar 13, 2021 | Code ClassificationGeneral Classification | —Unverified | 0 |
