most citedA Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models

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cs.AI2026

Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction

Yuxuan Huang, Yihang Chen, Zhiyuan He +6

Agentic web search increasingly faces two distinct demands: deep reasoning over a single target, and structured aggregation across many entities and heterogeneous sources. Current…

cs.AI2025

Probing the "Psyche'' of Large Reasoning Models: Understanding Through a Human Lens

Yuxiang Chen, Zuohan Wu, Ziwei Wang +6

Large reasoning models (LRMs) have garnered significant attention from researchers owing to their exceptional capability in addressing complex tasks. Motivated by the observed huma…