Steven Bird是墨尔本大学计算机科学和软件工程系副教授,以及宾夕法尼亚大学语言数据联合会高级研究助理。
克莱因是爱丁堡大学信息学院语言技术教授。
洛普最近从宾夕法尼亚大学获得机器学习自然语言处理博士学位,目前是波士顿BBN Technologies公司的研究员。
发表于2025-01-22
Natural Language Processing with Python 2025 pdf epub mobi 电子书
现在的研究方向是NLP,由于以前没有相关的基础知识(特别是数学很差劲),导致学习起来觉得困难重重。后来了解到Python语言在NLP领域有较好的应用空间,于是就学习了Python的基础知识,然后就发现了此书的中文翻译版,于是打印出来认真拜读。它的特点是:实例多(虽然木有中文...
评分NLTK入门好书,基本就是官方文档的部分集合(定位于入门所以很多内容没涉及到),不过添加了很多Python语言方面的东西,对于非计算机专业的人相当友好。 Python 只要解决了中文问题用起来真是爽,Python 3似乎已经解决了,可惜很多算法库都没有3的版本,所以还是老老实实各种...
评分https://usyiyi.github.io/nlp-py-2e-zh/ ==========================================================================================================================================================
评分https://usyiyi.github.io/nlp-py-2e-zh/ ==========================================================================================================================================================
评分结合Python的语言特性,循序渐进介绍了很多自然语言处理方面的知识,以及如何使用nltk进行NLP。再次体会到Python在文本处理方面有着很多先天优势。 不过,如果Python较为熟悉,这本书的很多章节可以略过。
图书标签: Python 自然语言处理 NLP nlp 数据挖掘 语言学 计算机 O'Reilly
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large collections of unstructured text. You'll access richly-annotated datasets using a comprehensive range of linguistic data structures. And you'll understand the main algorithms for analyzing the content and structure of written communication.
Packed with examples and exercises, Natural Language Processing with Python will help you:
* Extract information from unstructured text, to guess the topic or identify "named entities"
* Analyze linguistic structure in text, including parsing and semantic analysis
* Access popular linguistic databases, including WordNet and treebanks
* Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence
Perfect for individual study, or as a classroom and workshop textbook, this book will help you gain practical skills in Natural Language Processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library.
If you're interested in developing Web applications, analyzing multilingual news sources, documenting endangered languages, or if you are simply curious to have a programmer's perspective on how human language works, you will find Natural Language Processing with Python both fascinating and immensely useful.
教材很牛逼
评分扫了前200页,基本上还啥也没讲呢
评分后面就开始看不懂了TT
评分涉及的面还算多,虽然都不深
评分Python自然语言处理入门书。编排合理,推荐。
Natural Language Processing with Python 2025 pdf epub mobi 电子书