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Using Natural Language Processing to Assist the Visually Handicapped in Writing Compositions

机译:使用自然语言处理来协助视障人士撰写作品

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摘要

Over the last decades, more and more visually handicapped students have attempted post-secondary studies. This situation has created many new challenges. One of them is the need to study text and electronic documents in depth and in a reasonable time. Blind students cannot flip through the pages of a book, skim through the text or use a highlighter. In this paper, we propose a solution in the form of an experimental prototype and show how natural language processing techniques can profitably assist blind students in meeting their academic objectives. The techniques used include the automatic creation of indices, passage retrieval and the use of WordNet for query rewriting. The paper presents a technology application of a practically usable software. The system was evaluated quantitatively and qualitatively. The evaluation is very encouraging and supports further investigation.
机译:在过去的几十年中,越来越多的视障学生尝试了专上课程。这种情况带来了许多新的挑战。其中之一是需要在合理的时间内深入研究文本和电子文档。盲人学生无法翻阅书页,浏览文本或使用荧光笔。在本文中,我们以实验原型的形式提出了一种解决方案,并展示了自然语言处理技术如何能够有利地帮助盲人学生实现其学习目标。使用的技术包括索引的自动创建,段落检索以及使用WordNet进行查询重写。本文介绍了实用软件的技术应用。该系统进行了定量和定性评估。评估非常令人鼓舞,并支持进一步调查。

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