AI, NLP, Deep Learning, Lstm, TensorFlow.
is a distinct advantage for short to medium sequences. However, RNNs struggle with the vanishing gradient problem, hindering their ability to handle long-term dependencies. This limitation is significant for tasks requiring extensive historical context. Additionally, their sequential nature limits