nlptutorial

所属分类:自然语言处理
开发工具:Perl
文件大小:41655KB
下载次数:0
上传日期:2015-10-29 18:21:05
上 传 者sh-1993
说明:  nlptutorial,自然语言处理编程教程
(nlptutorial,A Tutorial about Programming for Natural Language Processing)

文件列表:
data (0, 2015-10-30)
data\big-ws-model.txt (1803295, 2015-10-30)
data\mstparser-en-test.dep (132546, 2015-10-30)
data\mstparser-en-train.dep (152991, 2015-10-30)
data\titles-en-test.labeled (401397, 2015-10-30)
data\titles-en-test.word (394274, 2015-10-30)
data\titles-en-train.labeled (1631676, 2015-10-30)
data\titles-en-train.word (1603097, 2015-10-30)
data\titles-ja-test.labeled (497446, 2015-10-30)
data\titles-ja-test.word (490194, 2015-10-30)
data\titles-ja-train.labeled (2013679, 2015-10-30)
data\titles-ja-train.word (1984726, 2015-10-30)
data\wiki-en-documents.word (6763063, 2015-10-30)
data\wiki-en-short.tok (4901, 2015-10-30)
data\wiki-en-test.grammar (64563, 2015-10-30)
data\wiki-en-test.norm (26989, 2015-10-30)
data\wiki-en-test.norm_pos (41679, 2015-10-30)
data\wiki-en-test.parse (70860, 2015-10-30)
data\wiki-en-test.pos (14690, 2015-10-30)
data\wiki-en-test.tok (26989, 2015-10-30)
data\wiki-en-test.txt (25970, 2015-10-30)
data\wiki-en-test.word (26989, 2015-10-30)
data\wiki-en-train.norm (203886, 2015-10-30)
data\wiki-en-train.norm_pos (315315, 2015-10-30)
data\wiki-en-train.pos (111429, 2015-10-30)
data\wiki-en-train.txt (195990, 2015-10-30)
data\wiki-en-train.word (203886, 2015-10-30)
data\wiki-ja-documents.word (6700614, 2015-10-30)
data\wiki-ja-test.pos (18819, 2015-10-30)
data\wiki-ja-test.pron (13836, 2015-10-30)
data\wiki-ja-test.txt (10014, 2015-10-30)
data\wiki-ja-test.word (12237, 2015-10-30)
data\wiki-ja-test.word_pos (31056, 2015-10-30)
data\wiki-ja-test.word_pos_pron (47115, 2015-10-30)
data\wiki-ja-test.word_pron (28296, 2015-10-30)
data\wiki-ja-train.pos (152504, 2015-10-30)
data\wiki-ja-train.pron (123614, 2015-10-30)
data\wiki-ja-train.pron_word (251277, 2015-10-30)
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NLP Programming Tutorial ======================== by Graham Neubig (neubig at is dot naist.jp) This is a tutorial to learn the basics of natural language processing and machine learning through programming exercises using Python. The tutorial files are in the "download" directory, so please open up this directory and view the PDF there. The tutorial covers the following material: * **Tutorial 0:** Programming Basics * **Tutorial 1:** Unigram Language Models * **Tutorial 2:** Bigram Language Models * **Tutorial 3:** Word Segmentation * **Tutorial 4:** Part-of-Speech Tagging with Hidden Markov Models * **Tutorial 5:** The Perceptron Algorithm * **Tutorial 6:** Advanced Discriminative Training * **Tutorial 7:** Neural Networks * **Tutorial 8:** Recurrent Neural Networks * **Tutorial 9:** Topic Models * **Tutorial 10:** Phrase Structure Parsing * **Tutorial 11:** Dependency Parsing * **Tutorial 12:** Structured Perceptron * **Tutorial 13:** Search Algorithms * **Bonus 1:** Kana-Kanji Conversion for Japanese Input

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