Using Natural Language Processing Techniques to Study the Development Dynamics of the Subei Mongolian Language and Its Shaping of the Chinese National Community Consciousness

• Published in: Applied mathematics and nonlinear sciences Vol. 9; no. 1
• Main Author: Bao, Dongmei
• Format: Journal Article
• Language: English
• Published: Beirut Sciendo 01.01.2024; De Gruyter Poland
• Subjects: 68T42; Consciousness; Language; Natural language processing techniques; SOFT self-attention mechanism; Subei mongolian language; The Chinese National Community Consciousness
• ISSN: 2444-8656; 2444-8656
• DOI: 10.2478/amns-2024-3221

Language and society are a pair of covariance; language reflects the changes in society, and the changes in society have an important impact on the language. The urbanization process in the Subei area is reflected in the current Mongolian language use situation. This paper explores the intrinsic connection between language and the Chinese national community, in which the emotional identity of Mongolian script is one of the factors affecting the development of Mongolian language in Subei. Mongolian emotions are represented semantically using the SOFT self-attention mechanism. The computation of emotion word weights and distributions is carried out sequentially to enhance the emotion word tokens that semantic rules represent. Through the mining of emotion prior knowledge, new emotion words are found from the Mongolian emotion corpus with the help of emotion seed words, and a set of candidate emotion words is constructed. The emotion words that were mined in Mongolia are merged into emotion sentences, and then they are emotionally masked. An empirical survey is designed to visit and examine the local Mongolian residents in Subei using random sampling. The psychological distance of Mongolians towards intermarriage is the lowest among the subject ethnic groups, with a mean value of 1.7585. The development of the Mongolian language in Subei is a map of the progress of the Chinese nation’s consciousness and contributes to the formation of a sense of community among its people.