Linguistically Motivated Statistical Machine Translation

Autori

• Deyi Xiong

Parametri

• 152 pagine
• 6 ore di lettura

• Libri di testo
• Libri di testo universitari
• Scienze sociali

Maggiori informazioni sul libro

This book provides a wide variety of algorithms and models to integrate linguistic knowledge into Statistical Machine Translation (SMT). It helps advance conventional SMT to linguistically motivated SMT by enhancing the following three essential translation, reordering and bracketing models. It also serves the purpose of promoting the in-depth study of the impacts of linguistic knowledge on machine translation. Finally it provides a systematic introduction of Bracketing Transduction Grammar (BTG) based SMT, one of the state-of-the-art SMT formalisms, as well as a case study of linguistically motivated SMT on a BTG-based platform.

Lingua: Inglese

Pubblicato: 2015

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