从包含数学定义的对应文中提取上下文语义.
Akashdeep Bansal1, Volker Sorge2, Meenakshi Balakrishnan1
1IIT Delhi, India.
Studies in health technology and informatics
|August 28, 2023
概括
本研究介绍了一个语义提取器模块,以改善数学方程的音频染. 它从文本中提取上下文含义,为屏幕阅读器用户提供更清晰的音频表示.
科学领域:
- 计算机科学 计算机科学
- 数学 数学 是一个数学.
- 可访问性技术 技术可访问性
背景情况:
- 屏幕阅读软件越来越多地用于数字文档.
- 数学方程的线性音频染带来认知挑战和解释困难,特别是在复杂的表达式.
- 目前的方法在数学内容的准确和上下文相关的音频表示方面扎.
研究的目的:
- 开发一个模块来提取数学表达式的上下文语义.
- 通过改进音频染来提高电子数学文档的可访问性.
- 通过结合语义理解,超越纯语法音频染.
主要方法:
- 一个语义提取器模块的开发.
- 从周围的文本和对应符号中提取数学表达式语义.
- 使用有效的数学定义来告知语义提取.
主要成果:
- 语义提取器模块成功地从数学表达式中提取了上下文语义.
- 这种方法促进了情境意识的音频染,改善了解释.
- 展示了一种方法来克服纯语法音频染的局限性.
结论:
- 语义提取器模块是数学表达式上下文感知音频染的关键组件.
- 这种方法显著提高了屏幕阅读软件用户对复杂数学文档的可访问性.
- 未来的工作将把这个模块整合到一个更广泛的系统中,提供全面的音频染解决方案.
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