NLP, ChatGPT, Deep Learning, Artificial Intelligence, Data Science.
effective learning. They are sequential in nature and cannot easily parallelize computation across time steps. They can be sensitive to initialization and prone to exploding gradients. To address these issues, several variants of RNNs have been proposed, most notably Long Short-Term Memory (LSTM)