NEFTool: System Design

Abstract

The text processing team from the Intelligence Analysis discipline has experimented with the viability of using machine-learning models to automatically tag English words with syntax and functional labels within a text document. The NEFTool was developed to assist with testing different machine-learning models. The system has a modular architecture, and was designed to be extensible, allowing support for rapid prototyping and for new functionality to be added as required to support research in text processing.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 2007
Accession Number
ADA481742

Entities

People

  • Benjamin Morrall

Organizations

  • Defence Science and Technology Group

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Australia
  • Batch Processing
  • Classification
  • Computer Programming
  • Computer Programs
  • Conversion
  • Environment
  • Extraction
  • Graphical User Interface
  • Intelligence Analysis
  • Learning
  • Machine Learning
  • Text Processing
  • User Interface
  • Web Browsers
  • Word Processors

Readers

  • Computational Linguistics
  • Database Systems and Applications

Technology Areas

  • AI & ML
  • AI & ML - Machine Translation
  • AI & ML - Neural Networks