AutoMathKG constructs and auto-updates a natural-language mathematical knowledge graph using LLM augmentation, SBERT vector search, and a LoRA-tuned math reasoning model.
International Journal of Mathematical Education in Science and Technology 31(3), 393–414 (2000)
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AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database
AutoMathKG constructs and auto-updates a natural-language mathematical knowledge graph using LLM augmentation, SBERT vector search, and a LoRA-tuned math reasoning model.