/rec-autoencoder-quora-pairs

Modified implementation of Recursive Autoencoder with Dynamic Pooling for Quora question pairs duplicate detection. The original code was written by Socher (2011)

Primary LanguageMatlab

rec-autoencoder-quora-pairs

Modified implementation of Recursive Autoencoder with Dynamic Pooling for Quora question pairs duplicate detection. The original code was written by Socher (2011)

how to use:

  • modify the training and test data path in file code/run.m
  • format the training and test data according to the sample provided
  • execute classifyParaphrase.sh

@incollection{SocherEtAl2011:PoolRAE, title = {{Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection}}, author = {Richard Socher and Eric H. Huang and Jeffrey Pennington and Andrew Y. Ng and Christopher D. Manning}, booktitle = {{Advances in Neural Information Processing Systems 24}}, year = {2011} }

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rec-autoencoder-quora-pairs

Modified implementation of Recursive Autoencoder with Dynamic Pooling for Quora question pairs duplicate detection. The original code was written by Socher (2011)