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Introduction to linguistic annotation and text analytics

Linguistic annotation and text analytics are active areas of research and development, with academic conferences and industry events such as the Linguistic Annotation Workshops and the annual Text Analytics Summits. This book provides a basic introduction to both fields, and aims to show that good l...

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Bibliographic Details
Main Author: Wilcock, Graham.
Format: Electronic
Language:English
Published: San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool Publishers, c2009.
Series:Synthesis lectures on human language technologies (Online), # 3.
Subjects:
Computational linguistics.
Corpora (Linguistics)
Linguistic analysis (Linguistics)
XML (Document markup language)
Online Access:Abstract with links to full text
Table of Contents:
  • Working with XML
  • Introduction
  • XML basics
  • XML parsing and validation
  • XML transformations
  • In-line annotations
  • Stand-off annotations
  • Annotation standards
  • Further reading
  • Linguistic annotation
  • Levels of linguistic annotation
  • WordFreak annotation tool
  • Sentence boundaries
  • Tokenization
  • Part-of-speech tagging
  • Syntactic parsing
  • Semantics and discourse
  • WordFreak with OpenNLP
  • Further reading
  • Using statistical NLP tools
  • Statistical models
  • OpenNLP and Stanford NLP tools
  • Sentences and tokenization
  • Statistical tagging
  • Chunking and parsing
  • Named entity recognition
  • Coreference resolution
  • Further reading
  • Annotation interchange
  • XSLT transformations
  • WordFreak-OpenNLP transformation
  • Gate XML format
  • Gate-WordFreak transformation
  • XML metadata interchange: XMI
  • WordFreak-XMI transformation
  • Towards interoperability
  • Further reading
  • Annotation architectures
  • Gate
  • Gate information extraction tools
  • Annotations with JAPE rules
  • Customizing GATE gazetteers
  • UIMA
  • UIMA wrappers for OpenNLP tools
  • Annotations with regular expressions
  • Customizing UIMA dictionaries
  • Further reading
  • Text analytics
  • Text analytics tools
  • Named entity recognition
  • Training statistical models
  • Coreference resolution
  • Information extraction
  • Text mining and searching
  • New directions
  • Further reading
  • Bibliography.

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