2026-10-13T06:04:55Z https://www.scidb.cn/oai

10.57760/sciencedb.psych.00107 2023-03-08T10:49:59Z

2023-03-08 The Six Semantic Dimension Database: a large dataset of semantic ratings and its computational extension doi:10.57760/sciencedb.psych.00107 en We reports a database that contains subjective ratings for 17,940 commonly used Chinese words (and phrases) on six major semantic dimensions, including vision, motor, socialness, emotion, time, and space. Furthermore, by using computational models to learn the mapping relations between subjective ratings and word embeddings, we estimated the semantic ratings of 1,427,992 Chinese words and 1,515,633 English words. This database will be useful for studies on natural language processing, text analysis, and semantic representation in the brain. semantic rating; imageablity; socialness; valence; motor; time; space; visual; emotion; word embedding Shaonan Wang Yunhao Zhang Weiting Shi Guangyao Zhang Jiajun Zhang Nan Lin Chengqing Zong PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset http://www.doi.org/https://doi.org/10.1038/s41597-023-01995-6 Science Data Bank