Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in Theano
Python 100.00%
hierarchical-encoder-decoder's Introduction
Hierarchical Encoder-Decoder
Features
Sequences modelling for words, sentences, paragraphs and documents
LSTM and GRU in Theano
Attention modelling (plays a role of "copy" in encoder-decoder framework)
References
Li, Jiwei, Minh-Thang Luong, and Dan Jurafsky. "A hierarchical neural autoencoder for paragraphs and documents." arXiv preprint arXiv:1506.01057 (2015).