Convergence of Translation Memory and Statistical Machine Translation

  title={Convergence of Translation Memory and Statistical Machine Translation},
  author={Philipp Koehn},
We present two methods that merge ideas from statistical machine translation (SMT) and translation memories (TM). We use a TM to retrieve matches for source segments, and replace the mismatched parts with instructions to an SMT system to fill in the gap. We show that for fuzzy matches of over 70%, one method outperforms both SMT and TM baselines. 
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TranslationRecall: A web-based translation toolset

2014 Third ICT International Student Project Conference (ICT-ISPC) • 2014
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