并非所有语法错误都被同样注意到:对自然存在的错误的错误检测以及对日常文本的眼睛跟踪模型的含义
Katrine Falcon Søby1, Byurakn Ishkhanyan1, Line Burholt Kristensen1
1Department of Nordic Studies and Linguistics, University of Copenhagen, Copenhagen, Denmark.
Frontiers in psychology
|July 31, 2023
概括
研究人员研究了丹麦高中生如何检测不同的语法错误. 错误频率和个体意识显著影响了检测率,影响了阅读理解模型.
科学领域:
- 心理语言学 心理语言学
- 计算语言学 计算语言学
- 获得第二语言的学习.
背景情况:
- 语法错误是多种多样的,从单词顺序到协议问题.
- 了解读者如何检测错误是改善阅读模型的关键.
- 以前的研究往往忽略了自然发生的各种类型的错误.
研究的目的:
- 调查某些语法错误类型是否比其他类型更能吸引读者的注意力.
- 为了将错误检测率与错误产生,频率和学习者意识相关联.
- 为开发更强大的阅读计算模型提供信息.
主要方法:
- 211名丹麦高中生阅读文本时存在语法,形态和拼写错误.
- 参与者在阅读理解过程中发现了错误.
- 错误检测与语料库错误率,语法测试表现和自我报告的烦进行了分析.
主要成果:
- 体错误频率预测了语法 (V3单词顺序) 和形态 (动词,NP) 错误的检测率.
- 更高的语法意识 (语法测试成绩) 与更高的错误检测相关.
- 对语言错误的更大烦也导致了更高的检测率.
结论:
- 错误检测受到频率,语法知识和情感因素的影响.
- 这些发现凸显了当前用于处理语言变异的眼睛追踪模型的局限性.
- 提供了加强语言处理计算模型的建议.
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