作者位次 #10/20ACL 2026Poster· Natural Language Processing
A uto S chema KG : Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
Jiaxin Bai · Wei Fan · Qi Hu · Qing Zong · Chunyang Li · Hong Ting Tsang · Hongyu Luo · Yauwai Yim · Haoyu Huang · Xiao Zhou · Feng Qin · Tianshi Zheng · Xi Peng · Xin Yao · Huiwen Yang · Leijie Wu · JI Yi · Gong Zhang · Renhai Chen · Yangqiu Song
摘要
We present AutoSchemaKG, a framework for fully autonomous knowledge graph construction that eliminates the need for predefined schemas. Our system leverages large language models to simultaneously extract knowledge triples and induce comprehensive schemas directly from text, modeling both entitie...