ManyTypes4TypeScript
Overview
Type Inference dataset for TypeScript. Click on DOI tag for dataset files.
Variants: ManyTypes4TypeScript
Associated Benchmarks
This dataset is used in 1 benchmark:
Recent Benchmark Submissions
| Task | Model | Paper | Date |
|---|---|---|---|
| Type prediction | CodeTIDAL5 | Learning Type Inference for Enhanced … | 2023-10-01 |
| Type prediction | PolyGot | Multilingual training for Software Engineering | 2021-12-03 |
| Type prediction | GraphPolyGot | Multilingual training for Software Engineering | 2021-12-03 |
| Type prediction | GraphCodeBERT | GraphCodeBERT: Pre-training Code Representations with … | 2020-09-17 |
| Type prediction | CodeBERT | CodeBERT: A Pre-Trained Model for … | 2020-02-19 |
| Type prediction | RoBERTa | RoBERTa: A Robustly Optimized BERT … | 2019-07-26 |
| Type prediction | BERT | BERT: Pre-training of Deep Bidirectional … | 2018-10-11 |
Research Papers
Recent papers with results on this dataset:
- Learning Type Inference for Enhanced Dataflow Analysis (2023) -
- Multilingual training for Software Engineering (2021) -
- GraphCodeBERT: Pre-training Code Representations with Data Flow (2020) -
- CodeBERT: A Pre-Trained Model for Programming and Natural Languages (2020) -
- RoBERTa: A Robustly Optimized BERT Pretraining Approach (2019) -
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2018) -
External Links: