C
Colleen Alkalay-Houlihan
Publications - 2
Citations - 148
Colleen Alkalay-Houlihan is an academic researcher. The author has contributed to research in topics: Word embedding & Word (computer architecture). The author has an hindex of 2, co-authored 2 publications receiving 91 citations.
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Proceedings Article
Understanding the Origins of Bias in Word Embeddings
TL;DR: This paper developed a technique for understanding the origins of bias in word embeddings by identifying how perturbing the corpus will affect the bias of the resulting embedding, which can be used to trace the origin of word embedding bias back to the original training documents.
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Understanding the Origins of Bias in Word Embeddings
TL;DR: This article developed a technique for understanding the origins of bias in word embeddings by identifying how perturbing the corpus will affect the bias of the resulting embedding, which can be used to trace the origin of word embedding bias back to the original training documents.