圖書標籤: NLP 自然語言處理 機器學習 統計學習 Statistics 計算機 經典 AI
发表于2024-06-20
Foundations of Statistical Natural Language Processing pdf epub mobi txt 電子書 下載 2024
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.
zhuangbi
評分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
評分沒看完。其實更喜歡那本語音什麼什麼的,畢竟語音和文字是分不開的
評分入門書 涉獵麵比SMT廣 NLP都有涉及
評分算讀過吧-__-
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
評分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。
評分 評分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。
評分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...
Foundations of Statistical Natural Language Processing pdf epub mobi txt 電子書 下載 2024