A Latent Variable Model Approach to PMI-based Word Embeddings

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Bibliographic Details
Main Authors: Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski
Format: Article
Language:English
Published: The MIT Press 2021-03-01
Series:Transactions of the Association for Computational Linguistics
Online Access:http://dx.doi.org/10.1162/tacl_a_00106
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author Sanjeev Arora
Yuanzhi Li
Yingyu Liang
Tengyu Ma
Andrej Risteski
author_facet Sanjeev Arora
Yuanzhi Li
Yingyu Liang
Tengyu Ma
Andrej Risteski
author_sort Sanjeev Arora
collection DOAJ
format Article
id doaj-art-87b099cb6a3c4121b5750dca32b3e3a4
institution OA Journals
issn 2307-387X
language English
publishDate 2021-03-01
publisher The MIT Press
record_format Article
series Transactions of the Association for Computational Linguistics
spelling doaj-art-87b099cb6a3c4121b5750dca32b3e3a42025-08-20T02:38:30ZengThe MIT PressTransactions of the Association for Computational Linguistics2307-387X2021-03-01410.1162/tacl_a_00106A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev AroraYuanzhi LiYingyu LiangTengyu MaAndrej Risteskihttp://dx.doi.org/10.1162/tacl_a_00106
spellingShingle Sanjeev Arora
Yuanzhi Li
Yingyu Liang
Tengyu Ma
Andrej Risteski
A Latent Variable Model Approach to PMI-based Word Embeddings
Transactions of the Association for Computational Linguistics
title A Latent Variable Model Approach to PMI-based Word Embeddings
title_full A Latent Variable Model Approach to PMI-based Word Embeddings
title_fullStr A Latent Variable Model Approach to PMI-based Word Embeddings
title_full_unstemmed A Latent Variable Model Approach to PMI-based Word Embeddings
title_short A Latent Variable Model Approach to PMI-based Word Embeddings
title_sort latent variable model approach to pmi based word embeddings
url http://dx.doi.org/10.1162/tacl_a_00106
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AT yuanzhili alatentvariablemodelapproachtopmibasedwordembeddings
AT yingyuliang alatentvariablemodelapproachtopmibasedwordembeddings
AT tengyuma alatentvariablemodelapproachtopmibasedwordembeddings
AT andrejristeski alatentvariablemodelapproachtopmibasedwordembeddings
AT sanjeevarora latentvariablemodelapproachtopmibasedwordembeddings
AT yuanzhili latentvariablemodelapproachtopmibasedwordembeddings
AT yingyuliang latentvariablemodelapproachtopmibasedwordembeddings
AT tengyuma latentvariablemodelapproachtopmibasedwordembeddings
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