RNN Language Models

Recurrent language model implementations using numpy

Models

• Vanilla RNN LM
• LSTM LM
• Original Seq2Seq
• Seq2Seq with Dot Product Attention

References

• Long Short-Term Memory, Sepp Hochreiter and Jürgen Schmidhuber.
• Effective Approaches to Attention-based Neural Machine Translation, Luong et al.
• Neural Machine Translation by Jointly Learning to Align and Translate, Bahdanau et al.
• Sequence to Sequence Learning with Neural Networks, Sutskever et al.

Author

• This repository is developed and maintained by Yonghee Cheon ([email protected]).
• It can be found here: https://github.com/yonghee12/word2vec
• Linkedin Profile: https://www.linkedin.com/in/yonghee-cheon-7b90b116a/