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Author

Enhong Chen

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Book Open access Sep 2026

BiLPR: Bidirectional Teacher-Student Agent Interaction for Context-Aware Learning Path Recommendation

Learning path recommendation is a critical component of intelligent education systems, aiming to plan a personalized sequence of learning resources for each student based on their cognitive state. Existing methods predominantly rely on unidirectional modeling for recommendations, failing to adequately capture the bidir...

Ze-Jun Chen, Wei-Wei Chen, Suo-Juan Zhang et al. · 0 citations
#large language models Review Open access Sep 2026

A Survey on Table Mining with Large Language Models: Challenges, Advancements and Prospects

This survey conducts a comprehensive review of the literature on table mining with Large Language Models, exploring the challenges unique to this domain, such as heterogeneous table structures, contextual ambiguity, and domain-specific knowledge requirements.

Mingyue Cheng, Qingyang Mao, Qi Liu et al. · 12 citations

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