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06/27/2023
Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost
State-of-the-art supervised NLP models achieve high accuracy but are als...
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05/26/2023
Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers
To address the problem of NLP classifiers learning spurious correlations...
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10/07/2022
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems
Given a user's input text, text-matching recommender systems output rele...
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03/02/2021