2 papers
cs.AI2026
IFAR: Multi-Perspective and Multi-Level Causal Discovery with LLMs
Jinwei He, Feng Lu
Large language models (LLMs) have developed rapidly, and their reasoning capabilities have become a hot research topic. However, there is still limited exploration of abductive rea…
cs.AI2026
Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention
Zhiming Wang, Jinwei He, Feng Lu
Large Language Model (LLM) based agents excel at general reasoning but often fail in specialized domains where success hinges on long-tail knowledge absent from their training data…