1999
- Andrew Eilot Borthwick.A maximum entropy approach to named entity recognition.
- Andrei Mikheev,Claire Grover,Marc Moens.XML tools and architecture for Named Entity recognition
2005
- Jenny Rose Finkel,Trond Grenager,and Christopher Manning.Incorporating Non-ocal Information into Information Extraction Systems by Gibbs Sampling. ACL 2005.
2006
- Richárd Farkas, György Szarvas, András Kocsor.Named entity recognition for Hungarian using various machine learning algorithms.
2008
- Ignazio Gallo,Elisabetta Bingahi,Moreno Carullo,Nicola Lambetri.Named Entity Recognition by Neural Sliding Window. DAS 2018.
2009
- Lev Ratinovand Dan Roth.Design challenges and misconceptions in named entity recognition in proceedings of CoNLL 2019.
- Asif Ekbal,Sivaji Bandyopadhyay.Bengali Named Entity Recognition Using Classifier Combination.ICAPR 2009.
2010
- A.T.Winck,K.S.Machiado,D.D.Ruiz,V.L.Strube de Lima.Association rules to identify receptor and ligand structures through named entities recognition. IEA/AIE 2010.
2011
- Alan Ritter, Sam Clark, and Oren Etzioni.Named entity recognition in tweets: an experimental study. EMNLP 2011.
2012
- Alan Ritter, Oren Etzioni, and Sam Clark.Open domain event extraction from twitter.KDD 2012.
- Vassilis Plachouras,Matthieu Riviere,Michalis Vazirgiannis.Named entity recognition and identification for finding the owner of a home page.PAKDD 2012.
- Mandefro Lagesse Kejela,Dejene Ejigu Dedefa.Named Entity Recognition for Afan Oromo: Developing Named Entity Recognition for Resource Scarce Languages
2013
- Avirup Sil.Exploring re-ranking approaches for joint named-entity recognition and linking. PIKM 2013.
- Arivup Sil,Alexander Yates.Re-ranking for joint named-entity recognition and linking. CIKM 2013.
- Tomoya Iwakura,Hiroya Takamura,Manabu Okumura.A Named Entity Recognition Method Based on Decomposition and Concatenation of Word Chunks. ACM 2013.
2014
- Dinesh Kumar Prabhakar, Shantanu Dubey, Bharti Goel,Sukomal Pal.ISM@FIRE-2014: Named Entity Recognition for Indian Languages. FIRE 2014.
2015
- Zhiheng Huang, Wei Xu, Kai Yu.Bidirectional LSTM-CRF Models for Sequence Tagging. CS 2015.
- Xiang Ren, Ahmed El-Kishky, Chi Wang, FangboTao, Clare R.Voss, and JiaweiHan.Clustype: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering. KDD 2015.
2016
- Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer.Neural Architectures for Named Entity Recognition. NAACL-HLT 2016.
- Xuezhe Ma and Eduard Hovy.End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF. ACL 2016.
2017
- Nils Reimersand IrynaGurevych.Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging. EMNLP 2017.
- Wenqi He.Autoentity: automated entity detection from massive text corpora
- Jason Fries, Sen Wu, Alex Ratner, and Christopher Ré.2-17.SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data. NASA 2017.
- AthanasiosGiannakopoulos, ClaudiuMusat, AndreeaHossmann, and Michael Baeriswyl.Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. WCAS 2017.
- MengJiang, Jingbo Shang, Xiang Ren, Taylor Cassidy, Lance Kaplan, Timothy Hanratty, and JiaweiHan.MetaPAD: Meta Pattern-driven Attribute Discovery from Massive Text Corpora. KDD 2017.
- Qi Li, MengJiang, XikunZhang, MengQu, Timothy Hanratty, Jing Gao, and JiaweiHan.TruePIE: Discovering Reliable Patterns in Pattern-Based Information Extraction. KDD 2018.
- Shijia E,Yang Xiang.2017.Chinese Named Entity Recognition with Character-Word Mixed Embedding. CIKM 2017.
- Burcu Kpeliolu,Tankut Acarman,Bernard Levrat.Metonymy Resolution through Named Entity Recognition
- Rafael Peres,Diego Esteves,Gaurav Maheswari.Bidirectional LSTM with a Context Input Window for Named Entity Recognition in Tweets. K-CAP 2017.
- Siliang Tang，Ning Zhang，Jinjiang Zhang，Fei Wu，Yueting Zhuang.A Neural Inductive Teaching Framework for Domain-Specific NER . EMNLP 2017.
2018
- Jingbo Shang,LiyuanLiu,XiaotaoGu,Xiang Ren,TengRen and JiaweiHan.Learning Named Entity Tagger using DomainSpecific Dictionary. EMNLP 2018.
- LiyuanLiu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng and JiaweiHan.Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. EMNLP 2018.
- LiyuanLiu, Jingbo Sahng, Frank Xu, Xiang Ren, HuanGui, Jian Peng and JiaweiHan.Empower Sequence Labeling with Task-Aware Neural Language Model. AAAI 2018.
- Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, MarinkaZitnik, Jingbo Shang, Curtis Langlotz, and JiaweiHan.Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning .
- Matthew Peters, Mark Neumann, MohitIyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer.Deep Contextualized Word Representations. ACL 2018.
- Alan Akbik, Duncan Blythe, and Roland Vollgraf.Contextual String Embeddings for Sequence Labeling. COLING 2018.
- Xuan Wang, Yu Zhang, Qi Li, Cathy H.Wu, Jiawei Han.PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature. BIBM 2018.
- Qi Li, Xuan Wang, Yu Zhang, Fei Ling, Cathy H.Wu, Jiawei Han.Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature. BIBM 2018.
- Yue Zhang，Jie Yang.Chinese NER Using Lattice LSTM . ACL 2018.
- Yanyao Shen，Hyokun Yun，Zachary C.Lipton，Yakov Kronrod，Animashree Anandkrumar.Deep Active Learning for Named Entity Recognition. ICLR 2018.
2019
- Ying Luo, Fengshun Xiao, Hai Zhao.Hierarchical Contextualized Representation for Named Entity Recognition. NASA ADS 2019.
- Hang Yan, Bocao Deng, Xiaonan Li, Xipeng Qiu.TENER: Adapting Transformer Encoder for Named Entity Recognition. NASA ADS 2019.
- Pratyay Banerjee, Kuntal Kumar Pal, Murthy Devarakonda, Chitta Baral.Knowledge Guided Named Entity Recognition. NASA ADS 2019.
- Zhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding, Linlin Li.Better Modeling of Incomplete Annotations for Named Entity Recognition. ACL 2019.
- Yuying Zhu and Guoxin Wang. CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition. NAACL 2019.
- M Saiful Bari, Shafiq Joty, Prathyusha Jwalapuram.Zero-Resource Cross-Lingual Named Entity Recognition.
- Haw-Shiuan Chang, Shankar Vembu, Sunil Mohan, Rheeya Uppaal, Andrew McCallum.Overcoming Practical Issues of Deep Active Learning and its Applications on Named Entity Recognition
- Binh An Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen.Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models
- Fangzhao Wu,Junxin Liu,Chuhan Wu,Yongfeng Huang,Xing Xie.Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. WWW 2019.
- Mohammed Nadher Abdo Ali, Guanzheng Tan, Aamir Hussain.Boosting Arabic Named-Entity Recognition With Multi-Attention Layer. IEEE 2019.
- Juae Kim,Youngjoong Ko,Jungyun Seo.A Bootstrapping Approach With CRF and Deep Learning Models for Improving the Biomedical Named Entity Recognition in Multi-Domains. IEEE 2019.
- Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo KangA Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining. IEEE 2019.
- Xiaoya Li，Jingrong Feng，Yuxian Meng，Qinghong Han，Fei Wu，Jiwei Li.A Unified MRC Framework for Named Entity Recognition.
- Hao Wei, Mingyuan Gao, Ai zhou, Fei chen, Wen Qu, Chunli Wang, Mingyu Lu.Named Entity Recognition From Biomedical Texts Using a Fusion Attention-Based BiLSTM-CRF. IEEE 2019.
- Guohua Wu, Guangen Tang, Zhongru Wang, Zhen Zhang, Zhen Wang.An Attention-Based BiLSTM-CRF Model for Chinese Clinic Named Entity Recognition. IEEE 2019.
- Chadi Helwe, Shady Elbassuoni.[Arabic named entity recognition via deep co-learning
- Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis Langlotz, JiaweiHan.Cross-type biomedical named entity recognition with deep multi-task learning
- Xi Wang, Jiagao Lyu, Li Dong, Ke Xu.Multitask learning for biomedical named entity recognition with cross-sharing structure. BMC 2019.
- Wonjin Yoon, Chan Ho So, Jinhyuk Lee, Jaewoo Kang.CollaboNet: collaboration of deep neural networks for biomedical named entity recognition. BMC 2019.
2020
- Xiaofeng Mu, Wei Wang, Aiping Xu.Incorporating token-level dictionary feature into neural model for named entity recognition
Reference