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English(EN) Chinese sensorimotor and embodiment norms for 3,000 lexicalized concepts

中文语言概念的感知运动和具身数据图谱

研究人员开发了一个包含3000个普通话概念的感知运动和具身规范新数据库。该资源由378名母语者收集,提供了11维感知运动评分和单维具身评分。数据显示出高可靠性和有效性,并被用于证明感知运动信息有助于词汇处理。此外,研究表明这些感知运动评分可以从纯粹的语言表征中部分恢复。 AI

影响 为将AI语言模型与具身经验联系起来提供了一个新数据集,可能有助于提高它们对概念的理解。

排序理由 该集群包含一篇学术论文,详细介绍了与语言和认知相关的新数据集和研究结果。

在 arXiv cs.CL 阅读 →

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报道来源 [2]

  1. arXiv cs.CL TIER_1 English(EN) · Jing Chen, G\'abor Parti, Yin Zhong, Chu-Ren Huang, Marco Marelli ·

    Chinese sensorimotor and embodiment norms for 3,000 lexicalized concepts

    arXiv:2605.22616v1 Announce Type: new Abstract: Understanding how conceptual knowledge is grounded in bodily experience, and to what extent machine systems can acquire such knowledge without direct sensorimotor experience, are central questions in both cognitive science and embod…

  2. arXiv cs.CL TIER_1 English(EN) · Marco Marelli ·

    Chinese sensorimotor and embodiment norms for 3,000 lexicalized concepts

    Understanding how conceptual knowledge is grounded in bodily experience, and to what extent machine systems can acquire such knowledge without direct sensorimotor experience, are central questions in both cognitive science and embodied artificial intelligence research. Large-scal…