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mbr-decoding

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th789 / mbr-for-nmt

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Characterizing the performance of minimum Bayes risk (MBR) decoding for neural machine translation (NMT) when using various candidate generation methods by examining BLEU score, length bias, and token frequency bias. [CS287: Deep Learning for Natural Language Processing, Final Project, Fall 2021]

transformers beam-search neural-machine-translation nmt huggingface-transformers minimum-bayes-risk-decoding mbr-decoding length-bias token-frequency-bias
  • Updated Dec 11, 2021
  • Jupyter Notebook

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