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length-bias

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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]

  • Updated Dec 11, 2021
  • Jupyter Notebook

Do LLM-judge biases compose? A label-free, scale-aware test (SSIT) for position×length interaction in LLM-as-a-judge pipelines, with proofs, tie-coding and curvature diagnostics, 7-judge/6-family data, and the TMLR manuscript.

  • Updated Oct 20, 2026
  • Python

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