Open AccessAn Empirical Study on Crosslingual Transfer in Probabilistic Topic Models
Author(s) -
Shudong Hao,
Michael J. Paul
Publication year - 2020
Publication title -
computational linguistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.314
H-Index - 98
eISSN - 1530-9312
pISSN - 0891-2017
DOI - 10.1162/coli_a_00369
Subject(s) - computer science , probabilistic logic , selection (genetic algorithm) , statistical model , natural language processing , empirical research , set (abstract data type) , artificial intelligence , knowledge transfer , machine learning , data science , knowledge management , statistics , mathematics , programming language
Probabilistic topic modeling is a common first step in crosslingual tasks to enable knowledge transfer and extract multilingual features. While many multilingual topic models have been developed, t...
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