Syntactic Categorization and Semantic Interpretation of Chinese Nominal Compounds
| Autor: | Weiguang Qu, Taizhong Wu, Junsheng Zhou, Yanhui Gu, Xuri Tang, Jian Liu, Min Gu |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Recall
Machine translation Computer science business.industry Semantic interpretation 010502 geochemistry & geophysics computer.software_genre 01 natural sciences Categorization Syntactic category Dependency grammar Similarity (psychology) Artificial intelligence business computer Word (computer architecture) Natural language processing 0105 earth and related environmental sciences |
| Zdroj: | Natural Language Understanding and Intelligent Applications ISBN: 9783319504957 NLPCC/ICCPOL |
| DOI: | 10.1007/978-3-319-50496-4_5 |
| Popis: | The development in society and technology generates more Nominal Compounds to represent new concepts in various domains. Earlier literature in linguistic studies has gathered and established several syntactic categories of Nominal Compounds, which can be used for automatic syntactic categorization of these compounds. This paper is focused on Nominal Compounds of head-modifier construction because experiments show that most Nominal Compounds are head-modifier constructions. Based on the combination of templates and word similarity, this paper proposes an algorithm for automatic semantic interpretation which improves the recall ratio while maintaining the precision ratio. The results of syntactic categorization and automatic semantic interpretation of the Nominal Compounds are also applied in dependency parsing and machine translation. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|