Chinese Named Entity Recognition with Conditional Random Fields

Keywords

CRFS, Conditional random field, Named-entity recognition, Computer science, Artificial intelligence

References

• Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence DataJohn Lafferty, Andrew McCallum, Fernando C. N. Pereira — 2001
• Shallow Parsing with Conditional Random FieldsFei Sha, Fernando Pereira — 2003
• Statistical Substring Reduction in Linear TimeXue-Qiang Lu, Le Zhang, Junfeng Hu — 2004

Cited by

• Semi-joint Labeling for Chinese Named Entity RecognitionChia‐Wei Wu, Richard Tzong‐Han Tsai, Wen−Lian Hsu — 2008
• BioTagger-GM: a gene/protein name recognition system.Manabu Torii, Zhipeng Hu, Cathy Wu — 2009
• Mining relations from the biomedical literatureJörg Hakenberg — 2010
• Adaptive named entity recognition based on conditional random fields with automatic updated dynamic gazetteersXixin Wu, Zhiyong Wu, Jia Jia — 2012
• Modelling on Chinese subject-term extracting algorithmKai Gao, Yangjie Li — 2011
• Introduction to the product-entity recognition taskFang Luo, Qizhi Qiu, QianXing Xiong — 2011
• Application of unstructured data processing and analyzing base on chinese in digital data evidence collectingLuo Wen-hua, Li Na — 2010
• Research on Chinese Named Entity Recognition Based on OntologyWei Li Chang, Fang Luo, Ji Lai Qian — 2012
• An efficient feature selection method using named entity recognition for Chinese text categorizationBin Liu, Chunping Li — 2009
• Named entity recognition in Vietnamese using classifier votingPhạm Thị Thảo, Truong Quoc Tri, Điền Đinh — 2007
• Minimum tag error for discriminative training of conditional random fieldsYing Xiong, Jie Zhu, Hao Huang — 2009
• Product Named Entity Recognition Using Conditional Random FieldsFang Luo, Han Xiao, Wei-li Chang — 2011
• Studies on automatic recognition of Chinese adverb CAI's usages based on statisticsHongying Zan, Junhui Zhang — 2009
• Detecting, categorizing and clustering entity mentions in Chinese textWenjie Li, Donglei Qian, Qin Lu — 2007
• A hybrid approach for chinese pronunciation-translated person names recognitionYan Liang, Yaoting Zhu — 2008
• Map search via a factor graph modelQi Zhang, Jihua Kang, Yeyun Gong — 2013
• Integrating high dimensional bi-directional parsing models for gene mention taggingChun‐Nan Hsu, Yu-Ming Chang, Cheng-Ju Kuo — 2008
• A Hybrid Model Based on CRFs for Chinese Named Entity RecognitionLishuang Li, Zhuoye Ding, Degen Huang — 2008
• Recognizing location names from Chinese texts based on Max-Margin Markov NetworkLishuang Li, Zhuoye Ding, Degen Huang — 2008
• A CRF-based system for recognizing chemical entity mentions (CEMs) in biomedical literatureShuo Xu, Xin An, Lijun Zhu — 2015

Related papers

• Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence DataJohn Lafferty, Andrew McCallum, Fernando C. N. Pereira — 2001
• Neural Architectures for Named Entity RecognitionGuillaume Lample, Miguel Ballesteros, Sandeep Subramanian — 2016
• The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina‐Anne Levow — 2006
• Unsupervised Segmentation Helps Supervised Learning of Character Tagging for Word Segmentation and Named Entity RecognitionHai Zhao, Chunyu Kit — 2008
• Bidirectional LSTM-CRF Models for Sequence TaggingZhiheng Huang, Xu, Wei, Kai Yu — 2015
• Shallow Parsing with Conditional Random FieldsFei Sha, Fernando Pereira — 2003
• Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced LexiconsAndrew McCallum, Wei Li — 2003
• Natural Language Processing (Almost) from ScratchRonan Collobert, Jason Weston, Léon Bottou — 2011
• Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature SetsBurr Settles — 2004