Better Document-Level Machine Translation with Bayes’ Rule

We show that Bayes’ rule provides an effective mechanism for creating document translation models that can be learned from only parallel sentences and monolingual documents a compelling benefit because parallel documents are not always available. In our formulation, the posteri...

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Bibliographic Details
Main Authors: Yu, Lei, Sartran, Laurent, Stokowiec, Wojciech, Ling, Wang, Kong, Lingpeng, Blunsom, Phil, Dyer, Chris
Format: Article
Language:English
Published: The MIT Press 2020-07-01
Series:Transactions of the Association for Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/tacl_a_00319