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Towards a universal language of concepts: A survey
RSS 官方收录 · 可信分层展示
关键摘要
程序或成人类概念的通用表达语言
- 人类靠结构化知识实现小样本概念学习
- 程序被提出作为概念的通用表征形式
- 综述评估了程序表征在概念学习模型中的作用
AI 摘要 · 来源可核验
正文提要
arXiv:2609.04528v1 Announce Type: new Abstract: Humans can learn and generalize novel concepts from sparse data because they express knowledge in rich structural formats. In this paper, we propose that programs are a strong candidate for universal representation of concepts. We review computational models of concept learning that use programs as their concept representation and evaluate their contribution toward a universal representational language.