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09/14/2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
In recent years, large language models (LLMs) have shown remarkable capa...
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11/15/2022
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods
A popular approach to unveiling the black box of neural NLP models is to...
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05/19/2020
Staying True to Your Word: (How) Can Attention Become Explanation?
The attention mechanism has quickly become ubiquitous in NLP. In additio...
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08/30/2018