%0 Conference Proceedings %T Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition %A Yang, Yuming %A Zhao, Wantong %A Huang, Caishuang %A Ye, Junjie %A Wang, Xiao %A Zheng, Huiyuan %A Nan, Yang %A Wang, Yuran %A Xu, Xueying %A Huang, Kaixin %A Zhang, Yunke %A Gui, Tao %A Zhang, Qi %A Huang, Xuanjing %Y Rambow, Owen %Y Wanner, Leo %Y Apidianaki, Marianna %Y Al-Khalifa, Hend %Y Eugenio, Barbara Di %Y Schockaert, Steven %S Proceedings of the 31st International Conference on Computational Linguistics %D 2025 %8 January %I Association for Computational Linguistics %C Abu Dhabi, UAE %F yang-etal-2025-beyond %U https://aclanthology.org/2025.coling-main.725/ %P 10902-10923