Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space | ScienceToStartup | ScienceToStartup

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References (44)

[1]

Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models

2025Li Sun, Zhen Huang et al.

[2]

Clustering Diffusion Model With Frequency-Signal Modulation for Variational Graph Autoencoders

2025Junwei Cheng, Ke Liang et al.

[3]

Rethinking Variational Bayes in Community Detection From Graph Signal Perspective

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"Develop an LLM-based knowledge tracing tool that enhances educational outcomes by modeling hierarchical cognitive states in hyperbolic space."

Educational AI•Score: 6•View PDF ↗

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Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space

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"Develop an LLM-based knowledge tracing tool that enhances educational outcomes by modeling hierarchical cognitive states in hyperbolic space."

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Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space

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References (44)

Founder's Pitch

"Develop an LLM-based knowledge tracing tool that enhances educational outcomes by modeling hierarchical cognitive states in hyperbolic space."

Commercial Viability Breakdown

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