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MathSE: Enhancing MLLM Reasoning by bulutsemih228 is a document available to read on EtoBox.
What is MathSE: Enhancing MLLM Reasoning about?
The document presents MathSE, a Mathematical Self-Evolving framework designed to enhance the reasoning capabilities of multimodal large language models (MLLMs) through iterative reflection and reward-guided fine-tuning. It addresses limitations of traditional fine-tuning methods by incorporating a specialized Outcome Reward Model (ORM) that evaluates reasoning processes rather than just final answers, enabling continuous learning and adaptation. Experimental results demonstrate significant performance impro
- Author
- bulutsemih228
- Language
- EN