68 citations · 287 across the 22 of their papers we have counts for
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cs.CL2019
Retrofitting Contextualized Word Embeddings with Paraphrases
Weijia Shi, Muhao Chen, Pei Zhou +1
Contextualized word embedding models, such as ELMo, generate meaningful representations of words and their context. These models have been shown to have a great impact on downstrea…
cs.CL2019★ 6 cited
Examining Gender Bias in Languages with Grammatical Gender
Pei Zhou, Weijia Shi, Jieyu Zhao +4
Recent studies have shown that word embeddings exhibit gender bias inherited from the training corpora. However, most studies to date have focused on quantifying and mitigating suc…
cs.CL2019★ 2 cited
Learning Bilingual Word Embeddings Using Lexical Definitions
Weijia Shi, Muhao Chen, Yingtao Tian +1
Bilingual word embeddings, which representlexicons of different languages in a shared em-bedding space, are essential for supporting se-mantic and knowledge transfers in a variety…