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---
license: apache-2.0
language:
- en
size_categories:
- 100K<n<1M
---
# Dataset Card for WRENCH
**Wrench** is a **benchmark platform** containing diverse weak supervision tasks. It also provides a **common and easy framework** for development and evaluation of your own weak supervision models within the benchmark.
For more information, checkout the [github repo](https://github.com/JieyuZ2/wrench) and our publications:
- [WRENCH: A Comprehensive Benchmark for Weak Supervision](https://arxiv.org/abs/2109.11377) (NeurIPS 2021)
- [A Survey on Programmatic Weak Supervision](https://arxiv.org/pdf/2202.05433.pdf)
If you find this repository helpful, feel free to cite our publication:
```
@inproceedings{
zhang2021wrench,
title={{WRENCH}: A Comprehensive Benchmark for Weak Supervision},
author={Jieyu Zhang and Yue Yu and Yinghao Li and Yujing Wang and Yaming Yang and Mao Yang and Alexander Ratner},
booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
year={2021},
url={https://openreview.net/forum?id=Q9SKS5k8io}
}
```
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