Papers with Chinese NER dataset
CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset (2021.emnlp-demo)
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Baoli Zhang, Zhucong Li, Zhen Gan, Yubo Chen, Jing Wan, Kang Liu, Jun Zhao, Shengping Liu, Yafei Shi
| Challenge: | Existing crowd annotation tools for named entity recognition (NER) focus on efficiency and don't consider consistency of datasets. |
| Approach: | They propose a crowd annotation platform for Chinese named entity recognition (NER) CroAno provides a systematic solution for improving label consistency of Chinese NER datasets. |
| Outcome: | The proposed platform improves label consistency of Chinese NER datasets. |
A Dataset for Named Entity Recognition and Entity Linking in Chinese Historical Newspapers (2024.lrec-main)
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| Challenge: | a novel historical Chinese dataset is used for named entity recognition, entity linking and entity relations. |
| Approach: | They propose a historical Chinese dataset for named entity recognition, entity linking, coreference and entity relations . they use Chinese newspapers from 1872 to 1949 and multilingual bibliographic resources from the same period . |
| Outcome: | The proposed dataset covers different styles and language uses, and is the largest historical Chinese NER dataset with manual annotations from this transitional period. |