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This technique report introduces TexSmart, a text understanding system that supports fine-grained named entity recognition (NER) and enhanced semantic analysis functionalities.
An efficient context-free parsing algorithm
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Marti A Hearst · 1992
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Mitchell Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz · 1993
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Nltk: the natural language toolkit
Edward Loper and Steven Bird · 2002
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Introduction to the conll-2003 shared task: Language-independent named entity recognition
Erik F Sang and Fien De Meulder · 2003
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The penn chinese treebank: Phrase structure annotation of a large corpus
Naiwen Xue, Fei Xia, Fu-Dong Chiou, and Marta Palmer · 2005
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Freebase: a collaboratively created graph database for structuring human knowledge
Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor · 2008
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Named entity recognition in wikipedia
Dominic Balasuriya, Nicky Ringland, Joel Nothman, Tara Murphy, and James R Curran · 2009
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Ltp: A chinese language technology platform
Wanxiang Che, Zhenghua Li, and Ting Liu · 2010
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Corpus-based semantic class mining: distributional vs. pattern-based approaches
Shuming Shi, Huibin Zhang, Xiaojie Yuan, and Ji-Rong Wen · 2010
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Nonlinear evidence fusion and propagation for hyponymy relation mining
Fan Zhang, Shuming Shi, Jing Liu, Shuqi Sun, and Chin-Yew Lin · 2011
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Fine-grained entity recognition
Xiao Ling and Daniel S Weld · 2012
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Fudannlp: A toolkit for chinese natural language processing
Xipeng Qiu, Qi Zhang, and Xuan-Jing Huang · 2013
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Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013
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Ontonotes release 5.0 ldc2013t19
Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, et al · 2013
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Learning multilingual named entity recognition from wikipedia
Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, and James R Curran · 2013
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Towards robust linguistic analysis using ontonotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Hwee Tou Ng, Anders Björkelund, Olga Uryupina, Yuchen Zhang, and Zhi Zhong · 2013
Results of the wnut2017 shared task on novel and emerging entity recognition
Leon Derczynski, Eric Nichols, Marieke van Erp, and Nut Limsopatham · 2017
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AllenNLP: A deep semantic natural language processing platform
Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, and Luke Zettlemoyer · 2018
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Directional skip-gram: Explicitly distinguishing left and right context for word embeddings
Yan Song, Shuming Shi, Jing Li, and Haisong Zhang · 2018
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Contextual string embeddings for sequence labeling
Alan Akbik, Duncan Blythe, and Roland Vollgraf · 2018
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Constituency parsing with a self-attentive encoder
Nikita Kitaev and D. Klein · 2018
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LCQMC:a large-scale Chinese question matching corpus
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The stanford corenlp natural language processing toolkit
Christopher D Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, and David McClosky · 2014
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Context-dependent fine-grained entity type tagging
Dan Gillick, Nevena Lazic, Kuzman Ganchev, Jesse Kirchner, and David Huynh · 2014
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Automatically solving number word problems by semantic parsing and reasoning
Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, and Yong Rui · 2015
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Domain adaption of named entity recognition to support credit risk assessment
Julio Cesar Salinas Alvarado, Karin Verspoor, and Timothy Baldwin · 2015
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Distilling the knowledge in a neural network
Geoffrey Hinton, Oriol Vinyals, and Jeff Dean · 2015
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Broad twitter corpus: A diverse named entity recognition resource
Leon Derczynski, Kalina Bontcheva, and Ian Roberts · 2016
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Xin Liu, Qingcai Chen, Chong Deng, Huajun Zeng, Jing Chen, Dongfang Li, and Buzhou Tang · 2018
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The BQ corpus: A large-scale domain-specific Chinese corpus for sentence semantic equivalence identification
Jing Chen, Qingcai Chen, Xin Liu, Haijun Yang, Daohe Lu, and Buzhou Tang · 2018
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Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov · 2019
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Simple bert models for relation extraction and semantic role labeling
Peng Shi and Jimmy Lin · 2019
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PAWS: paraphrase adversaries from word scrambling
Yuan Zhang, Jason Baldridge, and Luheng He · 2019
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Case: Context-aware semantic expansion
Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, and Shuming Shi · 2020
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Clue: A chinese language understanding evaluation benchmark
Liang Xu, Xuanwei Zhang, Lu Li, Hai Hu, Chenjie Cao, Weitang Liu, Junyi Li, Yudong Li, Kai Sun, Yechen Xu, et al · 2020
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Segmenting natural language sentences via lexical unit analysis
Yangming Li, Lemao Liu, and Shuming Shi · 2020
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Empirical analysis of unlabeled entity problem in named entity recognition
Yangming Li, Lemao Liu, and Shuming Shi · 2020
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