Research on the Sememe-Based Knowledge Representation Integrating Tibetan Features

The sememe, as the smallest semantic unit, is widely used in knowledge bases to represent world knowledge. HowNet is one of the most well-known sememe-based knowledge bases. In theory, the HowNet sememe system is applicable to all human languages and capable of expressing all world knowledge. However, this claim has yet to be verified. This paper uses specific instances to highlight issues with the HowNet sememe system when applied to Tibetan, such as vague definitions, unclear features, and the lack of sufficient sememes to describe various linguistic phenomena. The paper integrates the Tibetan controllable–uncontrollable relationship into the HowNet sememe system, refining its definitions and features, and subsequently modifies the HowNet knowledge dictionary based on this integration.

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Publication Details

Journal
International Journal of Asian Language Processing
Published
2024-12-01
DOI
https://doi.org/10.1142/s2717554524500127
Primary Topic
Natural Language Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on the Sememe-Based Knowledge Representation Integrating Tibetan Features

Xiaobing Zhao, Zhou Yao
International Journal of Asian Language Processing
Natural Language Processing Techniques
article

Research on the Sememe-Based Knowledge Representation Integrating Tibetan Features

Xiaobing Zhao, Zhou Yao
article en

Abstract

The sememe, as the smallest semantic unit, is widely used in knowledge bases to represent world knowledge. HowNet is one of the most well-known sememe-based knowledge bases. In theory, the HowNet sememe system is applicable to all human languages and capable of expressing all world knowledge. However, this claim has yet to be verified. This paper uses specific instances to highlight issues with the HowNet sememe system when applied to Tibetan, such as vague definitions, unclear features, and the lack of sufficient sememes to describe various linguistic phenomena. The paper integrates the Tibetan controllable–uncontrollable relationship into the HowNet sememe system, refining its definitions and features, and subsequently modifies the HowNet knowledge dictionary based on this integration.

International Journal of Asian Language ProcessingVol. 34(03n04)
Minzu University of China (CN)
Openalex Percentile: Top 78%
Natural Language Processing Techniques
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