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 Lexical Semantic Similarity. Word Similarity in Semantic Networks and Distributional Structures
Наименование:

Lexical Semantic Similarity. Word Similarity in Semantic Networks and Distributional Structures

автор Dongqiang Y. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 240        мягкая обложка       
Аннотация:This book provides a systematic guidance on computing taxonomic similarity and distributional similarity. It is appropriate for system developers and researchers working in language technology. In regards to computing lexical similarity, the two fundamental problems are respectively concerned with how to explore concept relationships predefined and enumerated in lexical knowledge bases and how to statistically induce and learn context relationships from word co-occurrences. In relation to distributional similarity, we thoroughly investigated the semantic properties of grammatical relationships in regulating word meanings, whereby over 80% precision can be reached in extracting synonyms or near-synonyms. The taxonomic similarity model we proposed outperforms most popular similarity methods with respect to simulating human similarity judgments. To address these problems, this book focuses on approaching both taxonomic similarity through the semantic networks in WordNet and distributional similarity through syntactically constrained context.
Автор: Dongqiang Y.
Издательство: Книга по Требованию
Год:2009
Цена:
3233 руб
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Поиск: Lexical Semantic Similarity. Word Similarity in Semantic Networks and Distributional Structures



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