语言对于类似人类的智能有多重要?
Gary Lupyan1, Hunter Gentry2, Martin Zettersten3
1Department of Psychology, University of Wisconsin-Madison.
概括
语言是人类智能和人工智能 (AI) 的关键. 学习语言提供了紧的表示,使复杂的思维和逆向工程世界模型支持认知.
科学领域:
- 认知科学 认知科学
- 人工智能的人工智能
- 语言学的语言学.
背景情况:
- 语言和思想之间的关系是一个长期以来的辩论.
- 最近的人工智能和认知科学的进步促使人们重新评估语言的认知作用.
研究的目的:
- 探索语言在认知中的变革性作用.
- 研究语言作为通用AI和人类智能的关键.
主要方法:
- 语言属性的概念分析.
- 基于人工智能和认知科学原则的论证.
主要成果:
- 语言为抽象概念提供了紧的表征.
- 文化上演变的语言抽象是通过语言学习来学习的.
- 语言促进了领域一般能力的发展.
结论:
- 语言对于开发先进的人工智能和类似人类智能的发展至关重要.
- 将学习系统暴露在语言中,可以学习一个压缩的世界模型.
- 语言获取有助于逆向工程认知结构.
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