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Yulia Tsvetkov
Researcher at University of Washington
Publications - 169
Citations - 5153
Yulia Tsvetkov is an academic researcher from University of Washington. The author has contributed to research in topics: Computer science & Machine translation. The author has an hindex of 31, co-authored 137 publications receiving 3741 citations. Previous affiliations of Yulia Tsvetkov include Google & Carnegie Mellon University.
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Proceedings ArticleDOI
Measuring Bias in Contextualized Word Representations
TL;DR: A template-based method to quantify bias in BERT is proposed and it is shown that this method obtains more consistent results in capturing social biases than the traditional cosine based method.
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Massively Multilingual Word Embeddings
TL;DR: New methods for estimating and evaluating embeddings of words in more than fifty languages in a single shared embedding space are introduced and a new evaluation method is shown to correlate better than previous ones with two downstream tasks.
Proceedings ArticleDOI
Style Transfer Through Back-Translation
TL;DR: This paper used adversarial generation techniques to make the output match the desired style, which showed improvements both in automatic evaluation of style transfer and in manual evaluation of meaning preservation and fluency.
Proceedings ArticleDOI
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings.
TL;DR: The authors debias word embeddings in multiclass settings such as race and religion, extending the work of (Bolukbasi et al., 2016) from the binary setting, such as binary gender.
Proceedings ArticleDOI
Metaphor Detection with Cross-Lingual Model Transfer
TL;DR: It is shown that it is possible to reliably discriminate whether a syntactic construction is meant literally or metaphorically using lexical semantic features of the words that participate in the construction.