General Architecture for Text Engineering (GATE) Developer for Entity Extraction: Overview for SYNCOIN

Abstract

The integrated development environment of the General Architecture for Text Engineering (GATE), or GATE Developer, is used to annotate entities in a text document consisting of messages in and around the Baghdad area (SYNCOIN data). Highlighting entities, such as person(s), location(s), and organization(s), may result in a more structured format for faster comprehension of the data. The application for entity determination is called a nearly-new information extraction, or ANNIE: a system of seven processing resources (PRs) in GATE. ANNIE is executed from the graphical user interface (GUI). Other PRs, such as those for machine learning, and the capability for user-defined applications are managed as a collection of reusable objects for language engineering (CREOLE); an icon for the CREOLE plug-in manager exists at the GUI as well.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 2014
Accession Number
ADA607573

Entities

People

  • Andrew Neiderer
  • Michelle Vanni

Organizations

  • United States Army Research Laboratory

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Algorithms
  • Computational Linguistics
  • Computer Languages
  • Computer Programming
  • Computer Science
  • Data Mining
  • Engineering
  • Environment
  • Extraction
  • Graphical User Interface
  • Information Science
  • Language
  • Learning
  • Machine Learning
  • Named Entity Recognition
  • Natural Language Processing
  • User Interface

Fields of Study

  • Computer science
  • Engineering

Readers

  • Computational Linguistics
  • Database Systems and Applications

Technology Areas

  • AI & ML
  • AI & ML - Information Retrieval