2 papers
cs.CL2025
Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs
Dehao Tao, Guangjie Liu, Weizheng +2
While Large Language Models (LLMs) exhibit strong linguistic capabilities, their reliance on static knowledge and opaque reasoning processes limits their performance in knowledge i…
cs.AI2025
InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation
Wen-Xi Yang, Tian-Fang Zhao, Guan Liu
Collaborative partnerships play a crucial role in inquiry-oriented education. However, most learning partners are currently assigned through experience-driven heuristics or rule-ba…