| 书目名称 | Language Processing with Perl and Prolog | | 副标题 | Theories, Implementa | | 编辑 | Pierre M. Nugues | | 视频video | | | 概述 | Includes exercises throughout and supported with sample code.Also serves as handbook of techniques and algorithms.Updated to include further machine-learning techniques | | 丛书名称 | Cognitive Technologies | | 图书封面 |  | | 描述 | .The areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to real-world, proven applications..This book teaches the principles of natural language processing, first covering practical linguistics issues such as encoding and annotation schemes, defining words, tokens and parts of speech and morphology, as well as key concepts in machine learning, such as entropy, regression and classification, which are used throughout the book. It then details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques, using Prolog to write phase-structure grammars, syntactic formalisms and parsing techniques, semantics, predicate logic and lexical semantics and analysis of discourse and applications in dialogue systems. A key feature of the book is the author‘s hands-on approach throughout, with sample code in Prolog and Perl, extensive exercises, and a detailed introduction to Prolog. The reader is supported with a companion | | 出版日期 | Textbook 20142nd edition | | 关键词 | Annotation schemes; Computational linguistics (CL); Corpus; Encoding schemes; Grammar; Information theory | | 版次 | 2 | | doi | https://doi.org/10.1007/978-3-642-41464-0 | | isbn_softcover | 978-3-662-50029-3 | | isbn_ebook | 978-3-642-41464-0Series ISSN 1611-2482 Series E-ISSN 2197-6635 | | issn_series | 1611-2482 | | copyright | Springer-Verlag Berlin Heidelberg 2014 |
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发表于 2025-3-21 18:03:33
