Simulating Student-Tutor Interactions with LLMs for Multilingual Math Feedback
cs.CL, cs.AI
Submitted: 2025-06-05
Updated: 2026-10-10
Code: https://github.com/nidhaloff/deep-translator
Terminology
Sources
- Thinking Machines: A Survey of LLM based Reasoning Strategies
- Training Verifiers to Solve Math Word Problems
- Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
- Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
- The Llama 3 Herd of Models
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- GPT-4o System Card
- Mistral 7B
- Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models
- Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
- MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
- Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?
- LLaMA: Open and Efficient Foundation Language Models
- Multi-Agent Collaboration Mechanisms: A Survey of LLMs
- Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
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