Natural Language Annotation for Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


Natural Language Annotation for Machine Learning

簡體網頁||繁體網頁
James Pustejovsky 作者
O'Reilly Media
譯者
2012-9 出版日期
350 頁數
USD 39.99 價格
Paperback
叢書系列
9781449306663 圖書編碼

Natural Language Annotation for Machine Learning 在線電子書 圖書標籤: NLP  機器學習  O'Reilly  語言學  計算語言學  語料庫語言學  ML  計算機科學   


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Natural Language Annotation for Machine Learning 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Natural Language Annotation for Machine Learning 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Natural Language Annotation for Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



Natural Language Annotation for Machine Learning 在線電子書 用戶評價

評分

精讀瞭chapter1,2,3,7,如果目的不是text annotation, 這本書可能不是很適閤。

評分

傳統語言學傢進入現代計算語言學的必經之路,可能不是唯一,但之一是沒有問題的。

評分

乾貨不多。

評分

傳統語言學傢進入現代計算語言學的必經之路,可能不是唯一,但之一是沒有問題的。

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上一次見這個封皮是乾什麼來著

Natural Language Annotation for Machine Learning 在線電子書 著者簡介

James Pustejovsky

James Pustejovsky teaches and does research in Artificial Intelligence and Computational Linguistics in the Computer Science Department at Brandeis University. His main areas of interest include: lexical meaning, computational semantics, temporal and spatial reasoning, and corpus linguistics. He is active in the development of standards for interoperability between language processing applications, and lead the creation of the recently adopted ISO standard for time annotation, ISO-TimeML. He is currently heading the development of a standard for annotating spatial information in language. More information on publications and research activities can be found at his webpage: pusto.com.

Amber Stubbs

Amber Stubbs is a Ph.D. candidate in Computer Science at Brandeis University in the Laboratory for Linguistics and Computation. Her dissertation is focused on creating an annotation methodology to aid in extracting high-level information from natural language files, particularly biomedical texts. Information about her publications and other projects can be found on her website: http://pages.cs.brandeis.edu/~astubbs/.


Natural Language Annotation for Machine Learning 在線電子書 著者簡介


Natural Language Annotation for Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Natural Language Annotation for Machine Learning 在線電子書 圖書描述

Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating a "gold standard" corpus, and then beginning the actual data creation with the annotation process.

Systems exist for analyzing existing corpora, but making a new corpus can be extremely complex. To help you build a foundation for your own machine learning goals, this easy-to-use guide includes case studies that demonstrate four different annotation tasks in detail. You’ll also learn how to use a lightweight software package for annotating texts and adjudicating the annotations.

This book is a perfect companion to O'Reilly’s Natural Language Processing with Python, which describes how to use existing corpora with the Natural Language Toolkit.

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