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Language Cognition and Language Computation Human and Machine Language Understanding
Shaonan Wang1,2; Nai Ding3,4; Nan Lin5,6; Jiajun Zhang1,2; Chengqing Zong1,2
2023
会议名称不详
会议录名称SCIENTIA SINICA
页码31
会议日期2023
会议地点不详
摘要

anguage="eng" data-ev-field="abstract">Language understanding is a key scientific issue in the fields of cognitive and computer science. However, the two disciplines differ substantially in the specific research questions. Cognitive science focuses on analyzing the specific mechanism of the brain and investigating the brain's response to language; few studies have examined the brain's language system as a whole. By contrast, computer scientists focus on the efficiency of practical applications when choosing research questions but may ignore the most essential laws of language. Given these differences, can a combination of the disciplines offer new insights for building intelligent language models and studying language cognitive mechanisms? In the following text, we first review the research questions, history, and methods of language understanding in cognitive and computer science, focusing on the current progress and challenges. We then compare and contrast the research of language understanding in cognitive and computer sciences. Finally, we review existing work that combines insights from language cognition and language computation and offer prospects for future development trends.

收录类别EI
语种英语
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/44514
专题中国科学院心理研究所
作者单位1.Language Cognition and Language Computation Human and Machine Language Understanding
2.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
3.Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrument Sciences, Zhejiang University, Hangzhou, China
4.Zhejiang Lab, Zhejiang University, Hangzhou, China
5.Cas Key Laboratory of Behavioural Sciences, Institute of Psychology, Beijing, China
6.Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Shaonan Wang,Nai Ding,Nan Lin,et al. Language Cognition and Language Computation Human and Machine Language Understanding[C],2023:31.
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