Jagged capabilities in LLMs for scientific idea generation can be leveraged through inference-time ensembles to outperform individual models.
Real sampling: Boosting factuality and diversity of open- ended generation by extrapolating the entropy of an infinitely large lm
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LLM Jaggedness Unlocks Scientific Creativity
Jagged capabilities in LLMs for scientific idea generation can be leveraged through inference-time ensembles to outperform individual models.