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More recently, Named Entity Recognition hasachieved great advances aided by pre-trainingapproaches such as BERT.
Improving Machine Translation Quality with Automatic Named Entity Recognition
Bogdan Babych and Anthony Hartley. 2003 · 2003
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Trained Named Entity Recognition Using Distributional Clusters
Dayne Freitag. 2004 · 2004
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SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis
Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, and Feng Wu. 2020 · 2005
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Semi-supervised learning (chapelle, o. et al., eds.; 2006)[book reviews]
Olivier Chapelle, Bernhard Scholkopf, and Alexander Zien. 2009 · 2006
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Named Entity Recognition in Tweets: An Experimental Study
Ritter Alan, Clark Sam, Etzioni Oren, and et al. 2011 · 2011
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Natural Language Processing almost from Scratch
Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011 · 2011
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Ontonotes release 4.0
Weischedel Ralph, Pradhan Sameer, Ramshaw Lance, Palmer Martha, Xue Nianwen, Marcus Mitchell, Taylor Ann, Greenberg Craig, Hovy Eduard, Belvin Robert, and et al. 2011 · 2011
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Bidirectional LSTM-CRF Models for Sequence Tagging
Zhiheng Huang, Wei Liang Xu, and Kai Yu. 2015 · 2015
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Effects of Semantic Features on Machine Learning-Based Drug Name Recognition Systems: Word Embeddings vs. Manually Constructed Dictionaries
Shengyu Liu, Buzhou Tang, Qingcai Chen, and Xiaolong Wang. 2015 · 2015
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Boosting Named Entity Recognition with Neural Character Embeddings
Cícero dos Santos and Victor Guimarães. 2015 · 2015
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End-to-end Sequence Labeling via Bi-directional LSTM-CNs-CRF
Xuezhe Ma and uard Hovy. 2016 · 2016
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Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni, Georgiana Dinu, and Radu Florian. 2017 · 2017
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Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks
Zhilin Yang, Ruslan Salakhutdinov, and William W Cohen. 2017 · 2017
Cited alongside, same era.
A Study of The Importance of External Knowledge in The Named Entity Recognition Task
Seyler Dominic, Dembelova Tatiana, Del Corro Luciano, Hoffart Johannes, and Weikum Gerhard. 2018 · 2018
Cited alongside, same era.
Deep Contextualized Word Representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
Adaptive Co-attention Network for Named Entity Recognition in Tweets
Zhang Qi, Fu Jinlan, Liu Xiaoyu, and Huang Xuanjing. 2018 · 2018
Cited alongside, same era.
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie, Zhilin Yang, Graham Neubig, and Jaime Smith, Noah A. andCarbonell. 2018 · 2018
Cited alongside, same era.
Cross-Domain NER using Cross-Domain Language Modeling
Chen Jia, Xiaobo Liang, and Yue Zhang. 2019 · 2019
Later among the works it cites.
Towards Improving Neural Named Entity Recognition with Gazetteers
Tianyu Liu, Jin-Ge Yao, and Chin-Yew Lin. 2019 · 2019
Later among the works it cites.
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, and Xuanjing Huang. 2019 · 2019
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Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network
Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, and Shengping Liu. 2019 · 2019
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Xlnet: Generalized Autoregressive Pretraining for Language Understanding
Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ R Salakhutdinov, and Quoc V Le. 2019 · 2019
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Beyond Word Attention: Using Segment Attention in Neural Relation Extraction
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Yaosheng Yang, Wenliang Chen, Zhenghua Li, Zhengqiu He, and Min Zhang. 2018 · 2018
Cited alongside, same era.
Chinese NER Using Lattice LSTM
Yue Zhang and Jie Yang. 2018 · 2018
Cited alongside, same era.
Low-Resource Name Tagging Learned with Weakly Labeled Data
Yixin Cao, Zikun Hu, Tat-seng Chua, Zhiyuan Liu, and Heng Ji. 2019 · 2019
Cited alongside, same era.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
A Neural Multi-digraph Model for Chinese NER with Gazetteers
Ruixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu, Linlin Li, and Luo Si. 2019 · 2019
Cited alongside, same era.
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
Luyao Huang, Chi Sun, Xipeng Qiu, and Xuanjing Huang. 2019 · 2019
Cited alongside, same era.
CNN-Based Chinese NER with Lexicon Rethinking
Tao Gui, Ruotian Ma, Qi Zhang, Lujun Zhao, Yu-Gang Jiang, and Xuanjing Huang. 2019a
Cited in the paper.
Bowen Yu, Zhenyu Zhang, Tingwen Liu, Bin Wang, Sujian Li, and Quangang Li. 2019 · 2019
Later among the works it cites.
ERNIE: Enhanced Language Representation with Informative Entities
Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, and Qun Liu. 2019 · 2019
Later among the works it cites.
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition
Joey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu, Meng Fang, Rick Siow Mong Goh, and Kenneth Kwok. 2019 · 2019
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SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan, Dan Padnos, Or Sharir, Shai Shalevshwartz, Amnon Shashua, and Yoav Shoham. 2020 · 2020
Closest in time.
A Unified MRC Framework for Named Entity Recognition
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, and Jiwei Li. 2020 · 2020
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Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin and Wei Lu. 2018 · 2022
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