An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models

Probabilistic topic modeling is a common first step in crosslingual tasks to enable knowledge transfer and extract multilingual features. Although many multilingual topic models have been developed, their assumptions about the training corpus are quite varied, and it is not cle...

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Bibliographic Details
Main Authors: Hao, Shudong, Paul, Michael J.
Format: Article
Language:English
Published: The MIT Press 2020-03-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00369