Japanese Word Reordering Based on Concurrent Execution with Dependency Parsing

Tomohiro OHNO  Kazushi YOSHIDA  Yoshihide KATO  Shigeki MATSUBARA  

Publication
D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)   Vol.J99-D   No.2   pp.201-213
Publication Date: 2016/02/01
Online ISSN: 1881-0225
Type of Manuscript: PAPER
Category: 
Keyword: 
sentence generation,  parsing,  revision support,  paraphrasing,  readability,  

Full Text(in Japanese): PDF(1.3MB)
>>Buy this Article


Summary: 
Although Japanese has relatively free word order, Japanese word order is not completely arbitrary and has some sort of preference. Therefore, even native Japanese writers often write Japanese sentences which are grammatically well-formed but not easy to read. This paper proposes a method for reordering words in a Japanese sentence so that the sentence becomes more readable. Our method can identify more suitable word order than conventional word reordering methods by concurrently performing dependency parsing and word reordering instead of sequentially performing the two processing steps. As the result of an experiment on word reordering using newspaper articles, we confirmed the effectiveness of our method.