11-731 Machine Translation: MT Tools - Spring 2009

• Word Alignment
  • GIZA++, mGIZA++, and pGIZA++
  • Berkeley Aligner
  • Alignment Error Rate
  • Alignment Visualization


• Phrase Alignment
  • Moses
  • TALP


• Langauge Model
  • SRI-LM Toolkit
  • Suffix Array LM Toolkit


• Tagging and Parsing


• Decoding
  • Moses
  • STTK Decoder
  • MARIE


• MERT


• Evaluation
  • BLEU
  • TER
  • Meteor
  • Significant Testing