Less is more: A rule-based syntactic simplification module for improved text-to-pictograph translation

被引:2
|
作者
Sevens, Leen [1 ]
Vandeghinste, Vincent [1 ]
Schuurman, Ineke [1 ]
Van Eynde, Frank [1 ]
机构
[1] Katholieke Univ Leuven, Ctr Computat Linguist, Blijde Inkomststr 13, B-3000 Leuven, Belgium
关键词
Syntactic simplification; Text-to-pictograph translation; Augmented and alternative communication; Social media;
D O I
10.1016/j.datak.2018.05.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to enable or facilitate online communication for people with an intellectual disability, the Text-to-Pictograph translation system automatically translates Dutch written text into a series of Sclera or Beta pictographs. The baseline system presents the reader with a more or less verbatim pictograph-per-word translation. As a result, long and complex input sentences lead to long and complex pictograph translations, leaving the end users confused and distracted. To overcome these problems, we developed a rule-based simplification system for Dutch Text-to-Pictograph translation. By using recursion and applying the simplification operations in a logical way, only one syntactic parse is needed per message. Promising results are obtained.
引用
收藏
页码:264 / 289
页数:26
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