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Learning Synchronous Grammar Patterns for Assisted Writing and Translation
Thesis

Learning Synchronous Grammar Patterns for Assisted Writing and Translation

Wu, Chi-En
Masters, 國立清華大學, 資訊工程學系所
2016

Abstract

語法歸納 電腦輔助寫作 機器翻譯 Grammar Induction Computer Assisted Writing Machine Translation
We introduce a method for learning to extract Synchronous Grammar Patterns (SGP) from a parallel corpus that can be used in assisted writing for English learners, as well as machine translation. In our approach, The method involves automatically recognizing the grammar patterns in source language, automatically aligning the source grammar patterns to target, and automatically selecting good SGPs and examples. We present a prototype system, Translation Pattern Assis- tant (TPA), that applies our method to providing English writing suggestion with Chinese translation. The evaluation on a set of randomly sampled SGP shows that TPA provides satisfactory suggestion for learners. Additionally, we propose a method for using SGP to improve machine translation quality.

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