# 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}
}
```

size_categories:100K<n<1M language:en license:apache-2.0 arxiv:2109.11377 arxiv:2202.05433 region:us
{"language": ["en"], "license": "apache-2.0", "size_categories": ["100K<n<1M"]}
TAGS
#size_categories-100K<n<1M #language-English #license-apache-2.0 #arxiv-2109.11377 #arxiv-2202.05433 #region-us 

# 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 and our publications: 
- WRENCH: A Comprehensive Benchmark for Weak Supervision (NeurIPS 2021)
- A Survey on Programmatic Weak Supervision

If you find this repository helpful, feel free to cite our publication:



# 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 and our publications: 
- WRENCH: A Comprehensive Benchmark for Weak Supervision (NeurIPS 2021)
- A Survey on Programmatic Weak Supervision

If you find this repository helpful, feel free to cite our publication:
TAGS
#size_categories-100K<n<1M #language-English #license-apache-2.0 #arxiv-2109.11377 #arxiv-2202.05433 #region-us 
 # 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 and our publications: 
- WRENCH: A Comprehensive Benchmark for Weak Supervision (NeurIPS 2021)
- A Survey on Programmatic Weak Supervision

If you find this repository helpful, feel free to cite our publication: