Daniel Jurafsky (http://www.stanford.edu/~jurafsky/) is an Associate Professor in the Department of Linguistics at Stanford University.
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.
很不错的一本书,作者很权威,内容很全面,深度适当。 也许对某些问题不是非常的深入,但是几乎囊括了自然语言处理的方方面面。 做搜索引擎、信息检索方面的同志也可以了解下。
评分一本不错的NLP教科书。这里有一篇书评,是评论此书和一本德语的计算语言学教科书的。各位如有兴趣可看看。http://lingviko.net/clcomp.pdf
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...
评分看的第三版,这本书真的超级棒
评分不明觉厉
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。
评分看的第三版,这本书真的超级棒
评分粗读的,没什么难点。早上看这书,发现HMM那章和我上周的slides的outline几乎一样,之前自己没参考,好开心。
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