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The Spectral Underpinning of word2vec
Ariel Jaffe
, Yuval Kluger
,
Ofir Lindenbaum
, Jonathan Patsenker
, Erez Peterfreund
, Stefan Steinerberger
Yale University
Interdepartmental Program in Computational Biology and Bioinformatics
Hebrew University of Jerusalem
University of Washington
Research output
:
Contribution to journal
›
Article
›
peer-review
8
Scopus citations
Overview
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Dive into the research topics of 'The Spectral Underpinning of word2vec'. Together they form a unique fingerprint.
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Computer Science
Natural Language Processing
100%
Word Embedding
100%
Embedding Method
100%
Numerical Simulation
100%
Keyphrases
Word2vec
100%
Spectral Method
33%
Frequent Use
16%
Numerical Simulation
16%
Natural Language Processing
16%
Word Embedding
16%
Highly Nonlinear
16%
Nonlinear Properties
16%
Rigorous Analysis
16%
Nonlinear Functional
16%
Mathematics
Spectral Method
100%
Numerical Simulation
50%
Open Question
50%
Word Embeddings
50%