Competing System: GIZA

• Implements IBM machine translation models, plus HMM model (Ney et al.)

• Run on abstract sentence/document extract pairs

• Ran forward (summary=English, document=Foreign) and flipped

• Appended dictionary+thesaurus to end of training data