Improve dataset card with task category, tags, and description
#5
by
nielsr
HF Staff
- opened
README.md
CHANGED
|
@@ -1,38 +1,35 @@
|
|
| 1 |
---
|
| 2 |
license: mit
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
| 4 |
|
|
|
|
| 5 |
|
|
|
|
| 6 |
|
| 7 |
-
|
| 8 |
-
We use Stdio input/output format here. For example, for the task to calculate the sum of a list, the input and output are in the following format:
|
| 9 |
```python
|
| 10 |
-
input = "5
|
|
|
|
|
|
|
| 11 |
output = "15"
|
| 12 |
```
|
| 13 |
-
CodeContests and CodeForces are using this format, however, MBPP and part of LiveCodeBench are using functional input/output format, such like
|
| 14 |
-
```python
|
| 15 |
-
assert sum_function([1, 2, 3, 4, 5]) == 15
|
| 16 |
-
```
|
| 17 |
-
In this project, we have converted the the functional format to the Stdio format to achieve consistency.
|
| 18 |
|
| 19 |
-
|
|
|
|
|
|
|
| 20 |
|
| 21 |
# Citation
|
| 22 |
|
| 23 |
-
```
|
| 24 |
@article{wang2025cure,
|
| 25 |
title={Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning},
|
| 26 |
author={Wang, Yinjie and Yang, Ling and Tian, Ye and Shen, Ke and Wang, Mengdi},
|
| 27 |
journal={arXiv preprint arXiv:2506.03136},
|
| 28 |
year={2025}
|
| 29 |
}
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
@article{austin2021program,
|
| 33 |
-
title={Program synthesis with large language models},
|
| 34 |
-
author={Austin, Jacob and Odena, Augustus and Nye, Maxwell and Bosma, Maarten and Michalewski, Henryk and Dohan, David and Jiang, Ellen and Cai, Carrie and Terry, Michael and Le, Quoc and others},
|
| 35 |
-
journal={arXiv preprint arXiv:2108.07732},
|
| 36 |
-
year={2021}
|
| 37 |
-
}
|
| 38 |
```
|
|
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
+
task_categories:
|
| 4 |
+
- text-generation
|
| 5 |
+
tags:
|
| 6 |
+
- code-generation
|
| 7 |
+
- unit-testing
|
| 8 |
+
- reinforcement-learning
|
| 9 |
---
|
| 10 |
|
| 11 |
+
# Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning Dataset
|
| 12 |
|
| 13 |
+
This dataset contains code and unit test examples used in the paper [Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning](https://huggingface.co/papers/2506.03136). The data is formatted using standard input/output (stdio). For example, for the task of calculating the sum of a list:
|
| 14 |
|
|
|
|
|
|
|
| 15 |
```python
|
| 16 |
+
input = "5
|
| 17 |
+
1 2 3 4 5
|
| 18 |
+
"
|
| 19 |
output = "15"
|
| 20 |
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 21 |
|
| 22 |
+
Datasets included are derived from CodeContests, CodeForces, MBPP, and LiveCodeBench. Note that some datasets originally using a functional input/output format have been converted to the stdio format for consistency.
|
| 23 |
+
|
| 24 |
+
[Code](https://github.com/Gen-Verse/CURE)
|
| 25 |
|
| 26 |
# Citation
|
| 27 |
|
| 28 |
+
```bibtex
|
| 29 |
@article{wang2025cure,
|
| 30 |
title={Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning},
|
| 31 |
author={Wang, Yinjie and Yang, Ling and Tian, Ye and Shen, Ke and Wang, Mengdi},
|
| 32 |
journal={arXiv preprint arXiv:2506.03136},
|
| 33 |
year={2025}
|
| 34 |
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
```
|