Selective Regenerative Decoding: Trajectory-Level Intervention for Inference-Time Reasoning

Sophia Xiao Pu, Yumo Xu, Sailik Sengupta +5

Inference-time decoding methods improve LLM reasoning by exploring multiple candidate trajectories, yet treat each trajectory as atomic: either retaining it whole or discarding it…