Learning Semantic Annotations for Tabular Data

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William Cohen, Pradeep Ravikumar, and Stephen Fienberg · 2003

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Webtables: exploring the power of tables on the web

Michael J Cafarella, Alon Halevy, Daisy Zhe Wang, Eugene Wu, and Yang Zhang · 2008

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Annotating and searching web tables using entities, types and relationships

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Recovering semantics of tables on the web

Petros Venetis, Alon Halevy, Jayant Madhavan, Marius Paşca, Warren Shen, Fei Wu, Gengxin Miao, and Chung Wu · 2011

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Sparql 1.1 entailment regimes

Birte Glimm and Chimezie Ogbuji · 2013

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Openrefine (version 2.5). http://openrefine. org. free, open-source tool for cleaning and transforming data

Kelli Ham · 2013

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Distributed representations of words and phrases and their compositionality

Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013

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Semantic message passing for generating linked data from tables

Varish Mulwad, Tim Finin, and Anupam Joshi · 2013

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Towards disambiguating web tables

Stefan Zwicklbauer, Christoph Einsiedler, Michael Granitzer, and Christin Seifert · 2013

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Convolutional neural networks for sentence classification

Yoon Kim · 2014

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Adam: A method for stochastic optimization

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Diederik P Kingma and Jimmy Ba · 2014

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Tabel: entity linking in web tables

Chandra Sekhar Bhagavatula, Thanapon Noraset, and Doug Downey · 2015

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Katara: A data cleaning system powered by knowledge bases and crowdsourcing

Xu Chu, John Morcos, Ihab F Ilyas, Mourad Ouzzani, Paolo Papotti, Nan Tang, and Yin Ye · 2015

Hierarchical attention networks for document classification

Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, and Eduard Hovy · 2016

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Matching web tables with knowledge base entities: from entity lookups to entity embeddings

Vasilis Efthymiou, Oktie Hassanzadeh, Mariano Rodriguez-Muro, and Vassilis Christophides · 2017

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Understanding the semantic structures of tables with a hybrid deep neural network architecture

Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, and Yoshihiro Matsuo · 2017

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Effective and efficient semantic table interpretation using tableminer+

Ziqi Zhang · 2017

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Ten years of webtables

Michael Cafarella, Alon Halevy, Hongrae Lee, Jayant Madhavan, Cong Yu, Daisy Zhe Wang, and Eugene Wu · 2018

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Cross-lingual entity linking for web tables