Adaptive Multilevel Twisted Sequential Monte Carlo for Rare Events Estimation in Language Models
Adaptive Multilevel Twisted SMC is proposed, which learns the rare-event twist through a sequence of progressively rarer intermediate events, ultimately leading to a more accurate final twist for the target rare event.
Zixuan Liu, Fangzheng Wu, Brian Summa et al.
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