Deep Speech 2: End-to-End Speech Recognition
Scaling up end-to-end speech recognition with RNNs and CTC
Relational Recurrent Neural Networks
RNNs with relational memory that enables reasoning across time
The Unreasonable Effectiveness of Recurrent Neural Networks
Andrej Karpathy's influential blog post demonstrating RNN capabilities through character-level generation
Recurrent Neural Network Regularization
How to apply dropout to LSTMs without disrupting memory dynamics
Sequence to Sequence Learning
Encoder-decoder architecture for mapping sequences to sequences
Understanding LSTM Networks
Christopher Olah's visual guide to Long Short-Term Memory networks