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Chinese language concepts mapped for sensorimotor and embodiment data

Researchers have developed a new database of sensorimotor and embodiment norms for 3,000 Mandarin Chinese concepts. This resource, collected from 378 native speakers, provides 11-dimensional sensorimotor ratings and unidimensional embodiment ratings. The data demonstrates high reliability and validity, and was used to show that sensorimotor information aids lexical processing. Furthermore, the study suggests that these sensorimotor ratings can be partially recovered from purely linguistic representations. AI

IMPACT Provides a new dataset for grounding AI language models in embodied experience, potentially improving their understanding of concepts.

RANK_REASON The cluster contains an academic paper detailing a new dataset and findings related to language and cognition.

Read on arXiv cs.CL →

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COVERAGE [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…