Understanding the effects of negative (and positive) pointwise mutual information on word vectors

Salle, A. and Villavicencio, A. orcid.org/0000-0002-3731-9168 (2022) Understanding the effects of negative (and positive) pointwise mutual information on word vectors. Journal of Experimental and Theoretical Artificial Intelligence, 35 (8). pp. 1161-1199. ISSN 0952-813X

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Item Type: Article
Authors/Creators:
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© 2022 Informa UK Limited, trading as Taylor & Francis Group. This is an author-produced version of a paper accepted for publication in Journal of Experimental and Theoretical Artificial Intelligence. Uploaded in accordance with the publisher's self-archiving policy.

Keywords: word embedding; lexical semantics; pointwise mutual information
Dates:
  • Published: 15 June 2022
  • Published (online): 15 June 2022
  • Accepted: 30 March 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Funding Information:
Funder
Grant number
ENGINEERING AND PHYSICAL SCIENCE RESEARCH COUNCIL
EP/T02450X/1
Depositing User: Symplectic Sheffield
Date Deposited: 15 Mar 2022 11:09
Last Modified: 10 Jul 2024 14:09
Status: Published
Publisher: Taylor & Francis
Refereed: Yes
Identification Number: 10.1080/0952813X.2022.2072004
Open Archives Initiative ID (OAI ID):

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