CANDiS: Coupled & Attention-Driven Neural Distant Supervision

Learning a similarity metric discriminatively, with application to face verification

Sumit Chopra, Raia Hadsell, and Yann LeCun. 2005 · 2005

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Distant supervision for relation extraction without labeled data

Mike Mintz, Steven Bills, Rion Snow, and Dan Jurafsky. 2009 · 2009

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Modeling relations and their mentions without labeled text

Sebastian Riedel, Limin Yao, and Andrew McCallum. 2010 · 2010

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Knowledge-based weak supervision for information extraction of overlapping relations

Raphael Hoffmann, Congle Zhang, Xiao Ling, Luke Zettlemoyer, and Daniel S Weld. 2011 · 2011

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Multi-instance multi-label learning for relation extraction

Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, and Christopher D Manning. 2012 · 2012

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Modeling missing data in distant supervision for information extraction

Alan Ritter, Luke Zettlemoyer, Oren Etzioni, et al. 2013 · 2013

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Convolutional neural networks for sentence classification

Original

Yoon Kim. 2014 · 2014

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Adam: A method for stochastic optimization

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Diederik Kingma and Jimmy Ba. 2014 · 2014

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Glove: Global vectors for word representation

Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014

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Relation classification via convolutional deep neural network

Original

Daojian Zeng, Kang Liu, Siwei Lai, Guangyou Zhou, Jun Zhao, et al. 2014 · 2014

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End-to-end memory networks

Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. 2015 · 2015

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Distant supervision for relation extraction via piecewise convolutional neural networks

Daojian Zeng, Kang Liu, Yubo Chen, and Jun Zhao. 2015 · 2015

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Siamese recurrent architectures for learning sentence similarity

Jonas Mueller and Aditya Thyagarajan. 2016 · 2016

Later among the works it cites.