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A series of challenge problems for students learning about machine translation

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Welcome to DREAMT

Decoding, Reranking, Evaluation, and Alignment for Machine Translation

DREAMT consists of four baseline components for the open-ended assignments posted at the DREAMT website, which is kept in the gh-pages branch of this repository.

  1. The ALIGNER takes parallel texts and produces word alignments.
  2. The DECODER takes source sentences and produce output translations.
  3. The RERANKER takes output translations and produces a new ranking of them.
  4. The EVALUATOR takes output translations and scores them against references.

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A series of challenge problems for students learning about machine translation

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