4 ms·

Anyone know of good papers relating to deep learning that are not from image classification or speech/text recognition?

• Estragon 12y ago
  "Playing Atari with Deep Reinforcement Learning" http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
• ninjin 12y ago
  "Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank" by Socher et al. (2013) is a personal favourite of mine. http://nlp.stanford.edu/~socherr/EMNLP2013_RNTN.pdf http://nlp.stanford.edu/~socherr/EMNLP2013_RNTN.pdf "Linguistic Regularities in Continuous Space Word Representations" by Mikolov et al. (2013) is also a nice read. http://research.microsoft.com/pubs/189726/rvecs.pdf http://research.microsoft.com/pubs/189726/rvecs.pdf