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05/22/2023
Logical Reasoning for Natural Language Inference Using Generated Facts as Atoms
State-of-the-art neural models can now reach human performance levels ac...
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05/22/2023
Improving Robustness in Knowledge Distillation Using Domain-Targeted Data Augmentation
Applying knowledge distillation encourages a student model to behave mor...
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05/23/2022
Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models
Current Natural Language Inference (NLI) models achieve impressive resul...
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04/16/2021
Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention
Natural Language Inference (NLI) models are known to learn from biases a...
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04/16/2020