Papers with sentence-pair setting
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters (2022.findings-emnlp)
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| Challenge: | Recent advances in modeling and datasets demonstrate promising performance for NLI. |
| Approach: | They explore the direct zero-shot applicability of NLI models to real applications . they analyze the robustness of models to longer and out-of-domain inputs . |
| Outcome: | The proposed models are robust to longer and out-of-domain inputs and can perform on full documents. |