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
发表于2024-11-21
Foundations of Statistical Natural Language Processing pdf epub mobi txt 电子书 下载 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.
一些基本理论写得很清楚,对所需的数学基础也解释得很易理解。只看了部分章节
评分课本飘过……
评分书写的挺好,就是比较过时了。。。
评分书写的挺好,就是比较过时了。。。
评分入门书 涉猎面比SMT广 NLP都有涉及
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。
评分 评分这本书不是很厚,也没有自然语言处理综论介绍的全面。但就想要学习SNLP的人来说相当不错。 同时书中除了自然语言处理中传统的如分词、标注等领域之外,在最后也涉及到了一些较为新型和更为交叉的领域。从SNLP这一领域做出了很好的诠释!
评分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。
Foundations of Statistical Natural Language Processing pdf epub mobi txt 电子书 下载 2024