Zhao-Xu Li

CoTS: Competitive Token Selection for Latent Reasoning in Large Language Models

Recent latent reasoning methods move beyond discrete Chain-of-Thought (CoT) by replacing sampled tokens with continuous soft embeddings or hidden states, enabling richer intermediate representations and preserving alternative reasoning paths. However, the need for latent reasoning varies across decoding steps: confiden...