书目名称 | Linguistically Motivated Statistical Machine Translation |
副标题 | Models and Algorithm |
编辑 | Deyi Xiong,Min Zhang |
视频video | |
概述 | Provides solutions for open problems concerning the integration of linguistic knowledge into SMT.Helps readers to better understand the effects and impacts of linguistic knowledge on machine translati |
图书封面 |  |
描述 | 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 components: 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. |
出版日期 | Book 2015 |
关键词 | Bracketing model; Bracketing transduction grammar; Language model; Linguistically motivated statistical |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-287-356-9 |
isbn_softcover | 978-981-10-1365-2 |
isbn_ebook | 978-981-287-356-9 |
copyright | Springer Science+Business Media Singapore 2015 |