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Nested named entity recognition (nested NER) is a fundamental task in natural language processing.
The Hungarian method for the assignment problem
H. W. Kuhn · 1955
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Neural Architectures for Nested NER through Linearization
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BioBERT: A pre-trained biomedical language representation model for biomedical text mining
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Pyramid: A Layered Model for Nested Named Entity Recognition
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Named Entity Recognition as Dependency Parsing
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A Neural Transition-based Model for Nested Mention Recognition
Bailin Wang, Wei Lu, Yu Wang, and Hongxia Jin · 2018
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
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Hongyu Lin, Yaojie Lu, Xianpei Han, and Le Sun · 2019
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Juntao Yu, Bernd Bohnet, and Massimo Poesio · 2020
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Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
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A Sequence-to-Set Network for Nested Named Entity Recognition
Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, and Yueting Zhuang · 2021
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A Unified Generative Framework for Various NER Subtasks
Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, and Xipeng Qiu · 2021
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