Challenges of Neural Machine Translation for Short Texts

Short texts (STs) present in a variety of scenarios, including query, dialog, and entity names. Most of the exciting studies in neural machine translation (NMT) are focused on tackling open problems concerning long sentences rather than short ones. The intuition behind is that, with respect to human...

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Bibliographic Details
Main Authors: Yu Wan, Baosong Yang, Derek Fai Wong, Lidia Sam Chao, Liang Yao, Haibo Zhang, Boxing Chen
Format: Article
Language:English
Published: The MIT Press 2022-03-01
Series:Computational Linguistics
Online Access:http://dx.doi.org/10.1162/coli_a_00435