A library for minimum Bayes risk (MBR) decoding
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Updated
Nov 2, 2025 - Python
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mbr-decoding
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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
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Dec 11, 2021 - Jupyter Notebook
Local sentence and book translation with glossary control, quality ranking, and resumable jobs.
python nlp cli natural-language-processing translation glossary sqlite machine-translation comet epub docx book-translation quality-estimation mlx fastapi mbr-decoding local-llm ollama
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Apr 3, 2026 - Python
Translate sentences and books locally with glossary control, quality ranking, and resumable jobs
python nlp cli glossary sqlite machine-translation comet epub book-translation quality-estimation digital-collections wwii fastapi university-of-colorado-boulder prisoners-of-war mbr-decoding local-llm ollama
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May 5, 2026 - Python
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