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Inductive Dependency Parsing / by Joakim Nivre
(Text, Speech and Language Technology ; 34)
| データ種別 | 電子ブック |
|---|---|
| 版 | 1st ed. 2006. |
| 出版者 | (Dordrecht : Springer Netherlands : Imprint: Springer) |
| 出版年 | 2006 |
| 大きさ | XII, 212 p : online resource |
| 著者標目 | *Nivre, Joakim author SpringerLink (Online service) |
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| 一般注記 | Natural Language Parsing -- Dependency Parsing -- Inductive Dependency Parsing -- Treebank Parsing -- Conclusion This book provides an in-depth description of the framework of inductive dependency parsing, a methodology for robust and efficient syntactic analysis of unrestricted natural language text. This methodology is based on two essential components: dependency-based syntactic representations and a data-driven approach to syntactic parsing. More precisely, it is based on a deterministic parsing algorithm in combination with inductive machine learning to predict the next parser action. The book includes a theoretical analysis of all central models and algorithms, as well as a thorough empirical evaluation of memory-based dependency parsing, using data from Swedish and English. Offering the reader a one-stop reference to dependency-based parsing of natural language, it is intended for researchers and system developers in the language technology field, and is also suited for graduate or advanced undergraduate education HTTP:URL=https://doi.org/10.1007/1-4020-4889-0 |
|---|---|
| 件 名 | LCSH:Natural language processing (Computer science) LCSH:Linguistics LCSH:Artificial intelligence LCSH:Digital humanities LCSH:Computational linguistics LCSH:Grammar, Comparative and general -- Syntax 全ての件名で検索 FREE:Natural Language Processing (NLP) FREE:Linguistics FREE:Artificial Intelligence FREE:Digital Humanities FREE:Computational Linguistics FREE:Syntax |
| 分 類 | LCC:QA76.9.N38 DC23:006.35 |
| 書誌ID | EB00000857 |
| ISBN | 9781402048890 |
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