Timothy J. O'Donnell

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Natural Language Processing (1)

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R. Chan (1)Tianyu Liu (1)Samuel Kiegeland (1)Clemente Pasti (1)

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Mar 5, 2026

1w ago

Ensembling Language Models with Sequential Monte Carlo

Forget simple probability averaging: a byte-level sequential Monte Carlo algorithm unlocks better language model ensembles by enabling sophisticated aggregation strategies and handling mismatched vocabularies.

R. Chan, Tianyu Liu, Samuel Kiegeland +5

Inference & Quantization Natural Language Processing

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Timothy J. O'Donnell

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)