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Yun-Shan Ma

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Preprint Aug 2026

FashionKG-RAG: Knowledge Graph-Enhanced Retrieval-Augmented Generation for Fashion Question Answering

A comprehensive, domain-wide knowledge graph built with expert-level precision and professionalism is proposed, constructed through a three-stage agentic pipeline that extracts high-fidelity knowledge cores from authoritative textbooks and strengthens structural connectivity through cross-domain augmentation and genera...

Yujuan Ding, Linyin Luo, Shijie Wang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation

AnalysisBank is proposed, which distills expert reports into a reusable library of Analyses, each pairing a data signal, an analytical move, and the expert span it was derived from, to operate at the analytical rather than structural level of financial report generation.

Ya-Jing Yang, Yun-Shan Ma, Kelvin J. L. Koa et al. · 0 citations

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