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Multi-Agent Collaborative Framework For Math Problem Generation

Published in arXiv (Cornell University) • Nov 6, 2025
Authors:
Kia Karbasi
,
Kevin Hong
,
Mohammad Amin Samadi

Abstract

Automatic question generation (AQG) for mathematics education remains an elusive goal for Intelligent Tutoring Systems and educators. While pre-trained transformer-based language models have significantly advanced natural language generation, they often struggle to precisely control problem complexi...

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