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Reducing lexical complexity as a tool to increase text accessibility for children with dyslexia

机译:降低词汇复杂度,作为增加阅读障碍儿童文本可访问性的工具

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Lexical complexity plays a central role in readability, particularly for dyslexic children and poor readers because of their slow and laborious decoding and word recognition skills. Although some features to aid readability may be common to many languages (e.g., the majority of 'easy' words are of low frequency), we believe that lexical complexity is mainly language-specific. In this paper, we define lexical complexity for French and we present a pilot study on the effects of text simplification in dyslexic children. The participants were asked to read out loud original and manually simplified versions of a standardized French text corpus and to answer comprehension questions after reading each text. The analysis of the results shows that the simplifications performed were beneficial in terms of reading speed and they reduced the number of reading errors (mainly lexical ones) without a loss in comprehension. Although the number of participants in this study was rather small (N=10), the results are promising and contribute to the development of applications in computational linguistics.
机译:词汇复杂性在可读性中起着核心作用,特别是对于有阅读障碍的儿童和贫穷的读者来说,由于他们缓慢而费力的解码和单词识别技能。尽管某些有助于提高可读性的功能可能是许多语言所共有的(例如,大多数“易用”单词的频率较低),但我们认为词汇复杂性主要是特定于语言的。在本文中,我们为法语定义了词法复杂性,并且我们就阅读困难的儿童中的文本简化效果进行了初步研究。要求参与者朗读标准法语文本语料库的原始版本和手动简化版本,并在阅读每段文本后回答理解问题。结果分析表明,所进行的简化在读取速度方面是有益的,并且它们减少了读取错误(主要是词法错误)的数量,而不会造成理解上的损失。尽管该研究的参与者人数很少(N = 10),但结果令人鼓舞,并有助于计算语言学的应用发展。

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