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Commonsense knowledge bases such as ConceptNet represent knowledge in the form of relational triples.
Conceptnet: A practical commonsense reasoning tool-kit
H. Liu and P. Singh. 2004 · 2004
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The Word-Space Model: Using Distributional Analysis to Represent Syntagmatic and Paradigmatic Relations between Words in High-Dimensional Vector Spaces
Magnus Sahlgren. 2006 · 2006
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Open Information Extraction from the Web
Michele Banko, Michael J. Cafarella, Stephen Soderland, Matthew Broadhead, and Oren Etzioni. 2007 · 2007
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Adaptive subgradient methods for online learning and stochastic optimization
John Duchi, Elad Hazan, and Yoram Singer. 2010 · 2010
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A three-way model for collective learning on multi-relational data
Maximilian Nickel and Volker Tresp. 2011 · 2011
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Representing general relational knowledge in conceptnet 5
Robert Speer and Catherine Havasi. 2012 · 2012
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Philosophers are mortal: Inferring the truth of unseen facts
Gabor Angeli and Christopher Manning. 2013 · 2013
Cited alongside, same era.
Reasoning With Neural Tensor Networks for Knowledge Base Completion
Richard Socher, Danqi Chen, Christopher D Manning, and Andrew Ng. 2013 · 2013
Cited alongside, same era.
Inferential Commonsense Knowledge from Text
Jonathan Gordon. 2014 · 2014
Cited alongside, same era.
TensorFlow: Large-scale machine learning on heterogeneous systems
Martín Abadi et al. 2015 · 2015
Cited alongside, same era.
Do supervised distributional methods really learn lexical inference relations?
Omer Levy, Steffen Remus, Chris Biemann, and Ido Dagan. 2015 · 2015
Cited alongside, same era.
Never-ending learning
T. Mitchell, W. Cohen, E. Hruscha, P. Talukdar, J. Betteridge, A. Carlson, B. Dalvi, M. Gardner, B. Kisiel, J. Krishnamurthy, N. Lao, K. Mazaitis, T. Mohammad, N. Nakashole, E. Platanios, A. Ritter, M. Samadi, B. Settles, R. Wang, D. Wijaya, A. Gupta, X. Chen, A. Saparov, M. Greaves, and J. Welling. 2015 · 2015
Learning word representations by jointly modeling syntagmatic and paradigmatic relations
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng. 2015 · 2015
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Commonsense knowledge base completion
Xiang Li, Aynaz Taheri, Lifu Tu, and Kevin Gimpel. 2016 · 2016
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Convolutional 2d knowledge graph embeddings
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, and Sebastian Riedel. 2017 · 2017
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Verb physics: Relative physical knowledge of actions and objects
Maxwell Forbes and Yejin Choi. 2017 · 2017
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Fast linear model for knowledge graph embeddings
Armand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, and Tomas Mikolov. 2017 · 2017
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Knowledge base completion: Baselines strike back
Rudolf Kadlec, Ondrej Bajgar, and Jan Kleindienst. 2017 · 2017
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