Author

Xin-Liang Zhou

2 papers indexed here

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Review Sep 2026

REAT: A Reflective Experience-Augmented Tutoring Framework for Multi-turn Mathematical Instruction

Current Large Language Models (LLMs) excel at solving complex mathematical problems, yet this proficiency does not inherently translate into effective tutoring. While advanced LLM tutors may leverage multi-agent frameworks or fine-tuning, most still lack a mechanism to systematically accumulate and reuse pedagogical ex...

Jian-Heng Zhou, Chao-Li Zhang, Xing-Jun Wei et al. · 0 citations

#natural language process... Review Sep 2026

Brain-to-Language Decoding: Tasks, Signals, Methods, Evaluation, Practical Use and Beyond

Brain-to-language decoding translates neural activity associated with language production, internal speech and perception into linguistic or expressive outputs. It offers a route to restoring communication after speech loss and a means of studying how the brain represents language. Advances in neural recording and repr...

Yi-Qian Yang, Yi-Qun Duan, Chen-Yu Liu et al. · 1 citation