Automatic Word Alignment

Abstract

An unsupervised boosting strategy is applied to refining automatic word alignment. In some examples, the strategy improves the quality of automatic word alignment, for example for resource poor language pairs, thus improving Statistical Machine Translation (SMT) performance.

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Document Details

Document Type
Technical Report
Publication Date
Feb 18, 2014
Accession Number
ADA597578

Entities

People

  • Sankaranarayanan Ananthakrishnan

Organizations

  • RTX

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Accuracy
  • Algorithms
  • Automatic
  • Cognitive Science
  • Computational Science
  • Computers
  • Data Processing
  • Decoding
  • Heuristic Methods
  • Language
  • Linguistics
  • Machine Translation
  • Probability
  • Refining
  • Test Sets
  • Translations

Fields of Study

  • Computer science

Readers

  • Computational Linguistics
  • Psychological Intervention/Treatment for Stress, Anxiety, PTSD, and Related Emotional and Cognitive Health Symptoms.

Technology Areas

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