Teaching Machines to Read and Comprehend

“Cloze procedure”: a new tool for measuring readability

Wilson L Taylor · 1953

Earlier work this paper cites.

Understanding Natural Language

Terry Winograd · 1972

Earlier work this paper cites.

Long short-term memory

Sepp Hochreiter and Jürgen Schmidhuber · 1997

Earlier work this paper cites.

Machine reading at the University of Washington

Hoifung Poon, Janara Christensen, Pedro Domingos, Oren Etzioni, Raphael Hoffmann, Chloe Kiddon, Thomas Lin, Xiao Ling, Mausam, Alan Ritter, Stefan Schoenmackers, Stephen Soderland, Dan Weld, Fei Wu, and Congle Zhang · 2010

Earlier work this paper cites.

Automatic generation of story highlights

Kristian Woodsend and Mirella Lapata · 2010

Earlier work this paper cites.

Natural language processing (almost) from scratch

Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa · 2011

Cited alongside, same era.

Supervised Sequence Labelling with Recurrent Neural Networks

Alex Graves · 2012

Cited alongside, same era.

Lecture 6.5—RmsProp: Divide the gradient by a running average of its recent magnitude

T. Tieleman and G. Hinton · 2012

Cited alongside, same era.

Frame-semantic parsing

Dipanjan Das, Desai Chen, André F. T. Martins, Nathan Schneider, and Noah A. Smith · 2013

Cited alongside, same era.

Memory networks

Original

Jason Weston, Sumit Chopra, and Antoine Bordes · 2014

Cited alongside, same era.

A rule-based question answering system for reading comprehension tests

Ellen Riloff and Michael Thelen

Cited in the paper.

Recurrent models of visual attention

Volodymyr Mnih, Nicolas Heess, Alex Graves, and Koray Kavukcuoglu

Cited in the paper.

Mctest: A challenge dataset for the open-domain machine comprehension of text

Matthew Richardson, Christopher J. C. Burges, and Erin Renshaw

Cited in the paper.

Enhancing single-document summarization by combining RankNet and third-party sources

Krysta Svore, Lucy Vanderwende, and Christopher Burges

Cited in the paper.

Sequence to sequence learning with neural networks

Ilya Sutskever, Oriol Vinyals, and Quoc V. V Le

Cited in the paper.

Neural machine translation by jointly learning to align and translate

Original

Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014

Later among the works it cites.

Semantic frame identification with distributed word representations

Karl Moritz Hermann, Dipanjan Das, Jason Weston, and Kuzman Ganchev · 2014

Later among the works it cites.

A convolutional neural network for modelling sentences

Nal Kalchbrenner, Edward Grefenstette, and Phil Blunsom · 2014

Later among the works it cites.

End-to-end memory networks

Original

Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, and Rob Fergus · 2015

Closest in time.

DRAW: A recurrent neural network for image generation

Original

Karol Gregor, Ivo Danihelka, Alex Graves, and Daan Wierstra · 2015

Closest in time.