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Research questionHow can we build scalable, coherent, and faithful event taxonomies from ancient Chinese historical texts?Manual taxonomy construction from historical corpora is expensive and difficult to scale, while language models can miss culturally grounded relationships in non-English settings. The resulting hierarchy must organize events coherently without introducing unsupported concepts.
AI
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Multi-agent Systems
Natural Language Processing
Latest papersRecent research connected to this question, newest first.CHisAgent: A Multi-Agent Framework for Event Taxonomy Construction in Ancient Chinese Cultural SystemsThe study uses the Twenty-Four Histories and covers events in politics, military affairs, diplomacy, and social life. Its CHisAgent framework applies role-specialized induction, expansion, and evidence-guided enrichment, with reference-free and reference-based assessments of coherence and coverage plus analysis of cross-cultural alignment.research paper · Sep 3, 2026
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