18 citations · 29 across the 3 of their papers we have counts for
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cs.CL2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings
Austin C. Kozlowski, Matt Taddy, James A. Evans
We demonstrate the utility of a new methodological tool, neural-network word embedding models, for large-scale text analysis, revealing how these models produce richer insights int…
cs.CL2017★ 11 cited
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay, Kai-Wei Chang, Matt Taddy +2
Word embeddings, which represent a word as a point in a vector space, have become ubiquitous to several NLP tasks. A recent line of work uses bilingual (two languages) corpora to l…