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Natural language annotation for machine learning = 自然语言标注 : 用于机器学习(影印版)
发布日期:2014-09-18  浏览

[目录]

Preface
1. TheBasics
 The Importance of Language Annotation
  The Layers of Linguistic Description
  What Is Natural Language Processing?
 A Brief History of Corpus Linguistics
  What Is a Corpus?
  Early Use of Corpora  
  Corpora Today  
  Kinds of Annotation
 Language Data and Machine Learnin9  
  Classification
  Clustering
  Structured Pattern Induction
  The Annotation Development Cycle
  Model the Phenomenon
  Annotate with the Specification
  Train and Test the Algorithms over the Corpus
  Evaluate the Results
  Revise the Model and Algorithms
 Summary
2. DefiningYourGoaI and Dataset
 Defining Yoor Goal
  The Statement of Purpose
  Refining Your Goal:Informativity Versus Correctness
  Background Research  
  Language Resources
 ……

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