Statistical Language Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Eugene Charniak 作者

A Bradford Book

译者

1996-8-26 出版日期

190 页数

GBP 15.95 价格

Paperback

丛书系列

9780262531412 图书编码

Statistical Language Learning 在线电子书图书标签: NLP 计算机美国人智 CS 语言学教材国外

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发表于2024-11-26

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Statistical Language Learning 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Statistical Language Learning 在线电子书著者简介

欧仁·查尼阿克（Eugene Charniak），美国布朗大学计算机科学系教授兼系主任。

胡凤国，中国传媒大学文学院副教授。

冯志伟，计算语言学家，专门从事语言学和计算机科学的跨学科研究，现为国家教育部语言文字应用研究所研究员、博士生导师、学术委员会委员。

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Statistical Language Learning 在线电子书图书描述

Eugene Charniak breaks new ground in artificial intelligenceresearch by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background.New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques;word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic wordclasses, word-sense disambiguation;along with the underlying mathematics and chapter exercises.Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics."Language, Speech, and Communication

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