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WebFeb 21, 2024 · The final experiments are conducted on four Chinese NER benchmark datasets and the F1 scores are 81.51% for Ontonotes4.0, 95.47% for MSRA, 95.87% for Resume, and 69.41% for Weibo. WebTable 1: Chinese NER datasets overview: entity categories and the sentence number in train/dev/test data. •We analyze five benchmarking Chinese NER datasets and identify two types of data bias that can compromise model generalization ability. • We refine each test set by excluding seen en-tities from it, which can measure real model ... WebJan 1, 2024 · Gui et al. [35] proposed a lexicon-based graph neural network for Chinese NER (LGN), which treats Chinese NER as a node classifcation task to achieve better interaction efects and obtain... monitoring a construction project