<bos><start_of_turn>system
You are a helpful AI assistant.
lista de codigos linguisticos disponibles: ["en", "en"].<end_of_turn>
<start_of_turn>user
How do long short-term memory (LSTM) networks address the vanishing gradient problem in RNNs?<end_of_turn>
<start_of_turn>model
LSTMs use a memory cell and gating mechanisms to selectively update and forget information, mitigating the vanishing gradient problem and enabling better learning of long-range dependencies.<end_of_turn><eos>