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Language Modeling

  • "Honza" Cernocky, Sanjeev Khudanpur, Recurrent Neural Network based Language Model, Interspeech 2010 [Paper]
  • "Honza" Cernocky, Sanjeev Khudanpur, Extensions of Recurrent Neural Network Language Model, ICASSP 2011 [Paper]
  • Recurrent Neural Network based Language Modeling in Meeting Recognition, Interspeech 2011 [Paper]
  • A Hierarchical Neural Autoencoder for Paragraphs and Documents, ACL 2015 [Paper], [Code]
  • Skip-Thought Vectors, arXiv:1506.06726 / NIPS 2015 [Paper]
  • Character-Aware Neural Language Models, arXiv:1508.06615 [Paper]
  • Tree Recurrent Neural Networks with Application to Language Modeling, arXiv:1511.00060 [Paper]
  • The Goldilocks Principle: Reading children's books with explicit memory representations, arXiv:1511.0230 [Paper]