2 papers
cs.AI2026
Structural Process Supervision for Latent Chain-of-Thought Reasoning
Yiqi Li, Xu Chen, Chen Ju +6
Latent reasoning approaches enhance token-level efficiency and robustness by replacing verbose, explicit chain-of-thought (CoT) tokens with compact continuous-space embeddings. How…
cs.CL2026
CAR: Query-Guided Confidence-Aware Reranking for Retrieval-Augmented Generation
Zhipeng Song, Yizhi Zhou, Xiangyu Kong +7
Retrieval-augmented generation (RAG) relies on evidence ranking to determine what information is exposed to the generator, yet existing retrieval and reranking methods primarily es…