Foundations of Statistical Natural Language Processing 2024 pdf epub mobi 电子书

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发表于2024-12-22

Foundations of Statistical Natural Language Processing 2024 pdf epub mobi 电子书

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Foundations of Statistical Natural Language Processing 电子书读后感

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这本书当中依然有很多错误，译者也助长了错误。在第六章语言模型部分，作者详细定义了各种概念，但是对于B的翻译不够好：训练实例的类别量，其实就是模型的参数数量或者n-gram的数量。围绕这个概念问题，出了一系列错误。第一个错误表现在127页的译者注释，译者注意到manni...

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P17（中文版） English：The significance of power laws 中文：强法则的重要性 power law：指数法則，幂律

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power law译成强法则，perplexity译成混乱度，碰到稍难一点的句子居然直接跳过不译，狂汗。现在还没看多少，感觉原书内容还是不错的，叙述比较完备，就是英文写得稍微难了点，不是特别简单易懂的写法。

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出版者:The MIT Press

作者:Christopher D. Manning

出品人:

页数:620

译者:

出版时间:1999-6-18

价格:USD 110.00

装帧:Hardcover

isbn号码:9780262133609

丛书系列:

图书标签: NLP 自然语言处理机器学习统计学习 Statistics 计算机经典 AI

Foundations of Statistical Natural Language Processing 2024 pdf epub mobi 电子书图书描述

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

Foundations of Statistical Natural Language Processing 2024 pdf epub mobi 电子书

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比较基础全面

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国外经典教材，读得不多，略读过了。

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国外经典教材，读得不多，略读过了。

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作为NLP领域最主要的理论入门书，这本书深入浅出地展示了很多经典的模型算法，虽然现在看有点偏老了，也没有涉及最近很火的deep learning，但是作为入门绝对是足够的。

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This book published 20 years ago, but the content still new to me. Statistical NLP is the most interdisciplinary in my view, it involves Linguistics, Computer Science, Statistics, Information Theory, even Philosophy and Neurosciences if you want to know more about NLP

Foundations of Statistical Natural Language Processing 2024 pdf epub mobi 电子书