| This is an off-the-shelf roberta-large model finetuned on WANLI, the Worker-AI Collaborative NLI dataset ([Liu et al., 2022](https://arxiv.org/abs/2201.05955)). It outperforms the `roberta-large-mnli` model on seven out-of-domain test sets, including by 11% on HANS and 9% on Adversarial NLI. | |
| ``` | |
| @misc{liu-etal-2022-wanli, | |
| title = "WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation", | |
| author = "Liu, Alisa and | |
| Swayamdipta, Swabha and | |
| Smith, Noah A. and | |
| Choi, Yejin", | |
| month = jan, | |
| year = "2022", | |
| url = "https://arxiv.org/pdf/2201.05955", | |
| } | |
| ``` |