2026
Exploring Diverse Generation Paths via Inference-time Stiefel Activation Steering
ICLR 2026poster
Language models often default to a narrow set of high-probability outputs, leaving their generation paths homogeneous and prone to mode collapse. Sampling-based strategies inject randomness but still struggle to guarantee diversity across multiple concurrent generation runs. We address this limitati…