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+DeepMind : Teaching Machines to Read and Comprehend
+=========================================
+
+This repository contains an implementation of the two models (the Deep LSTM and the Attentive Reader) described in *Teaching Machines to Read and Comprehend* by Karl Moritz Hermann and al., NIPS, 2015. This repository also contains an implementation of a Deep Bidirectional LSTM.
+
+Models are implemented using [Theano](https://github.com/Theano/Theano) and [Blocks](https://github.com/mila-udem/blocks). Datasets are implemented using [Fuel](https://github.com/mila-udem/fuel).
+
+The corresponding dataset is provided by [DeepMind](https://github.com/deepmind/rc-data) but if the script does not work you can check [http://cs.nyu.edu/~kcho/DMQA/](http://cs.nyu.edu/~kcho/DMQA/) by [Kyunghyun Cho](http://www.kyunghyuncho.me/).
+
+Reference
+=========
+[Teaching Machines to Read and Comprehend](https://papers.nips.cc/paper/5945-teaching-machines-to-read-and-comprehend.pdf), by Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman and Phil Blunsom, Neural Information Processing Systems, 2015.
+
+
+Credits
+=======
+[Thomas Mesnard](https://github.com/thomasmesnard)
+
+[Alex Auvolat](https://github.com/Alexis211)
+
+[Étienne Simon](https://github.com/ejls) \ No newline at end of file