132 citations
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Showing 2021 · cs.CLShow all
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cs.CL2021★ 29 cited
End-to-End Self-Debiasing Framework for Robust NLU Training
Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh +1
Existing Natural Language Understanding (NLU) models have been shown to incorporate dataset biases leading to strong performance on in-distribution (ID) test sets but poor performa…
cs.CL2021★ 21 cited
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition
Abbas Ghaddar, Philippe Langlais, Ahmad Rashid +1
In this work, we examine the ability of NER models to use contextual information when predicting the type of an ambiguous entity. We introduce NRB, a new testbed carefully designed…