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cs.CL2025
Retrieval-Augmented Generation Systems for Intellectual Property via Synthetic Multi-Angle Fine-tuning
Runtao Ren, Jian Ma, Jianxi Luo
Retrieval-Augmented Generation (RAG) systems in the Intellectual Property (IP) field often struggle with diverse user queries, including colloquial expressions, spelling errors, an…
cs.CL2024★ 25 cited
Large Language Model for Patent Concept Generation
Runtao Ren, Jian Ma, Jianxi Luo
In traditional innovation practices, concept and IP generation are often iteratively integrated. Both processes demand an intricate understanding of advanced technical domain knowl…