1. References

[1] Ellen Riloff and Michael Thelen. A rule-based question answering system for reading comprehension tests. In Proceedings of the ANLP/NAACL Workshop on Reading Comprehension Tests As Evaluation for Computer-based Language Understanding Sytems.

[2] 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. Machine reading at the University of Washington. In Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading.

[3] Jason Weston, Sumit Chopra, and Antoine Bordes. Memory networks. CoRR, abs/1410.3916, 2014.

[4] Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, and Rob Fergus. End-to-end memory networks. CoRR, abs/1503.08895, 2015.

[5] Terry Winograd. Understanding Natural Language. Academic Press, Inc., Orlando, FL, USA, 1972.

[6] Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. Neural machine translation by jointly learning to align and translate. CoRR, abs/1409.0473, 2014.

[7] Volodymyr Mnih, Nicolas Heess, Alex Graves, and Koray Kavukcuoglu. Recurrent models of visual attention. In Advances in Neural Information Processing Systems 27.

[8] Karol Gregor, Ivo Danihelka, Alex Graves, and Daan Wierstra. DRAW: A recurrent neural network for image generation. CoRR, abs/1502.04623, 2015.

[9] Matthew Richardson, Christopher J. C. Burges, and Erin Renshaw. Mctest: A challenge dataset for the open-domain machine comprehension of text. In Proceedings of EMNLP.

[10] Krysta Svore, Lucy Vanderwende, and Christopher Burges. Enhancing single-document summarization by combining RankNet and third-party sources. In Proceedings of EMNLP/CoNLL.

[11] Kristian Woodsend and Mirella Lapata. Automatic generation of story highlights. In Proceedings of ACL, 2010.

[12] Wilson L Taylor. “Cloze procedure”: a new tool for measuring readability. Journalism Quarterly, 30:415–433, 1953.

[13] Dipanjan Das, Desai Chen, André F. T. Martins, Nathan Schneider, and Noah A. Smith. Framesemantic parsing. Computational Linguistics, 40(1):9–56, 2013.

[14] Karl Moritz Hermann, Dipanjan Das, Jason Weston, and Kuzman Ganchev. Semantic frame identification with distributed word representations. In Proceedings of ACL, June 2014.

[15] Nal Kalchbrenner, Edward Grefenstette, and Phil Blunsom. A convolutional neural network for modelling sentences. In Proceedings of ACL, 2014.

[16] Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12:2493–2537, November 2011.

[17] Ilya Sutskever, Oriol Vinyals, and Quoc V. V Le. Sequence to sequence learning with neural networks. In Advances in Neural Information Processing Systems 27.

[18] Sepp Hochreiter and Jürgen Schmidhuber. Long short-term memory. Neural Computation, 9(8):1735–1780, November 1997.

[19] Alex Graves. Supervised Sequence Labelling with Recurrent Neural Networks, volume 385 of Studies in Computational Intelligence. Springer, 2012.

[20] T. Tieleman and G. Hinton. Lecture 6.5—RmsProp: Divide the gradient by a running average of its recent magnitude. COURSERA: Neural Networks for Machine Learning, 2012.

results matching ""

    No results matching ""