Papers by Nupur Jain
TabPert : An Effective Platform for Tabular Perturbation (2021.emnlp-demo)
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| Challenge: | Current transformers-based models outperform humans on factual evidence evaluation tasks when presented as simple unstructured text. |
| Approach: | TabPert generates counterfactual data to assess model tabular reasoning issues. |
| Outcome: | TabPert analyzes the model's shortcomings methodically and quantitatively. |