lipiji / Hierarchical Encoder Decoder
Hierarchical encoder-decoder framework for sequences of words, sentences, paragraphs and documents using LSTM and GRU in Theano
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Programming Languages
python
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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).
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