98 citations · 365 across the 61 of their papers we have counts for
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cs.CL2019
On Measuring and Mitigating Biased Inferences of Word Embeddings
Sunipa Dev, Tao Li, Jeff Phillips +1
Word embeddings carry stereotypical connotations from the text they are trained on, which can lead to invalid inferences in downstream models that rely on them. We use this observa…
cs.CL2019★ 98 cited
Attenuating Bias in Word Vectors
Sunipa Dev, Jeff Phillips
Word vector representations are well developed tools for various NLP and Machine Learning tasks and are known to retain significant semantic and syntactic structure of languages. B…