roeeaharoni
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Update README.md
Browse filesAdded more details about the model and usage instructions.
README.md
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- scitail
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language:
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- en
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- scitail
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language:
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- en
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---
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This is an NLI model based on T5-XXL that predicts a binary label (1 - Entailment, 0 - No entailment).
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It is trained similarly to the NLI model described in the [TRUE paper (Honovich et al, 2022)](https://arxiv.org/pdf/2204.04991.pdf), but using the following datasets instead of ANLI:
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- SNLI ([Bowman et al., 2015](https://arxiv.org/abs/1508.05326))
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- MNLI ([Williams et al., 2018](https://aclanthology.org/N18-1101.pdf))
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- Fever ([Thorne et al., 2018](https://aclanthology.org/N18-1074.pdf))
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- Scitail ([Khot et al., 2018](http://ai2-website.s3.amazonaws.com/publications/scitail-aaai-2018_cameraready.pdf))
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- PAWS ([Zhang et al. 2019](https://arxiv.org/abs/1904.01130))
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- VitaminC ([Schuster et al., 2021](https://arxiv.org/pdf/2103.08541.pdf))
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The input format for the model is: "premise: PREMISE_TEXT hypothesis:HYPOTHESIS_TEXT".
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