Zhongqiang Huang

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks

2022 · arXiv (Cornell University)

Data augmentation techniques have been used to alleviate the problem of scarce labeled data in various NER tasks (flat, nested, and discontinuous NER tasks). Existing augmentation techniques either manipulate the words in the original text …

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

2021

Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language …