most citedPrediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost

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cs.CL2026

Chopthin-Consensus Power Sampling: A Diversity-Preserving Approach to LLM Decoding

Minoo Ahmadi, Seyedarmin Azizi, Erfan Baghaei Potraghloo +2

Inference-time power sampling via Sequential Monte Carlo (SMC) can substantially improve large language model (LLM) reasoning without requiring post-training. However, many existin…