Daniel Jurafsky (http://www.stanford.edu/~jurafsky/) is an Associate Professor in the Department of Linguistics at Stanford University.
发表于2025-01-22
Speech and Language Processing, 2nd Edition 2025 pdf epub mobi 电子书
这本书的深度和宽度控制得当,适合对计算语言学和NLP各个领域都有初步的认识。来自CU Boulder的作者的组是VerbNet, Propbank和FrameNet整合者。 对于新入门的NLPer, 请务必到作者的个人主页看第三版! https://web.stanford.edu/~jurafsky/slp3/ 它大幅删减了对目前NLP意义没那...
评分 评分开篇第一句话:“在Stanley Kubrick的2001年的电影《太空奥德赛》中,有一台称为HAL的9000计算机。” 据说这一版翻译的还可以,但是第一句话就能把人晕翻了。如果译者当时把译文多给几个人看一下也不会出现这种低级错误。 重新翻一下:“在斯坦利库布里克的电影《2001太空漫游...
评分这本书的深度和宽度控制得当,适合对计算语言学和NLP各个领域都有初步的认识。来自CU Boulder的作者的组是VerbNet, Propbank和FrameNet整合者。 对于新入门的NLPer, 请务必到作者的个人主页看第三版! https://web.stanford.edu/~jurafsky/slp3/ 它大幅删减了对目前NLP意义没那...
评分书的前面几章节很有启发性,但是后面几章理论偏多,实用性的东西稍有欠缺.总体来说还是一本难得的好书. 还有这本书设计了太多的内容,没法在这几百页里面说清楚也是必然,书后的参考文献,乖乖,好多,绝对是好东西.
图书标签: NLP 自然语言处理 人工智能 计算语言学 计算机科学 数据挖掘 计算机 machineLearning
This is the 2nd edition of "Speech and Language Processing, 2000" (http://www.douban.com/subject/1810715/).
An explosion of Web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology – at all levels and with all modern technologies – this book takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. Builds each chapter around one or more worked examples demonstrating the main idea of the chapter, usingthe examples to illustrate the relative strengths and weaknesses of various approaches. Adds coverage of statistical sequence labeling, information extraction, question answering and summarization, advanced topics in speech recognition, speech synthesis. Revises coverage of language modeling, formal grammars, statistical parsing, machine translation, and dialog processing. A useful reference for professionals in any of the areas of speech and language processing.
看的第三版,这本书真的超级棒
评分读了第三版第27章,跟旧版相比章节顺序调了,内容也更加丰富。起码语音学的这章讲得很详细易懂。
评分每读一遍都有新发现。真是写得太好了!
评分NLP这个field感觉乱的一乌尽糟
评分今天读完第三遍,算是我的 NLP 圣经了。 每一遍都有不一样的醍醐灌顶。 宏观的知识脉络总结,细节的论文索引, 关键还有理论模型的演进历史。 一篇一篇 196x 年的论文读下来,心里反差有点大。
Speech and Language Processing, 2nd Edition 2025 pdf epub mobi 电子书