Papers by Ruchit Rawal
Perturbed examples reveal invariances shared by language models (2024.findings-acl)
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| Challenge: | Rapid growth in natural language processing (NLP) research has led to numerous new models outpacing our understanding of how they compare to established ones. |
| Approach: | They propose a framework to compare two NLP models by revealing their shared invariance to interpretable input perturbations targeting a specific linguistic capability. |
| Outcome: | The proposed framework can shed light on the types of invariances retained or emerging in new models. |