语言规则通用化创造了相同的分配结构,为它提供了食物
Elizabeth Pankratz1, Jennifer Culbertson2, Simon Kirby2
1Psychology, University of Edinburgh, Edinburgh, UK.
Open mind : discoveries in cognitive science
|November 19, 2025
概括
成年学习者通过偏爱具有较低频率干的后来概括语言规则. 这种低频偏好推动了规则的概括,创造了支持学习过程的新项目.
科学领域:
- 认知科学 认知科学
- 语言学的语言学.
- 计算语言学 计算语言学
背景情况:
- 语言的表达力来自于对新项目应用规则.
- 语言规则在它们的概括性上有所不同.
- 频率分布影响规则的一般化.
研究的目的:
- 研究频率分布属性如何影响语言规则概括.
- 确定影响概括行为的特定属性.
- 模型学习者的概括策略.
主要方法:
- 人工语言学习实验与成年参与者.
- 基于输入频率分布的后概括的分析.
- 测试一般化解释的模型模拟.
- 贝叶斯推论对学习者行为的建模.
主要成果:
- 学习者表现出可能匹配的行为.
- 观察到与较低频率干相关的后有显著的偏好.
- 专注于类型计数或斜率的传统解释未能预测行为.
- 低频偏好准确地预测了参与者的概括模式.
结论:
- 语言规则概括受到偏好低频干的影响.
- 这种偏好,而不仅仅是类型数量或斜率,驱动了概括.
- 规则通用化是一个自给自足的过程,它反到语言的分布结构中.
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