Incorporating bilingual translation templates into neural machine translation

Abstract In the neural machine translation (NMT) paradigm, transformer-based NMT has achieved great progress in recent years. It uses parallel corpus and is based on the stand end-to-end structure. Inspired by the process of translating sentences by translators and the success of templates in other...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Fuxue Li, Beibei Liu, Hong Yan, Peijun Xie, Jiarui Li, Zhen Zhang
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Subjects:	Translation template Neural machine translation Constituency parse tree Fuzzy matching strategy
Online Access:	https://doi.org/10.1038/s41598-025-86754-w