Which variant of RNN is designed to better capture long-term dependencies in sequence data?
- Vanilla RNN
- Bidirectional RNN
- Long Short-Term Memory (LSTM)
- Gated Recurrent Unit (GRU)
Long Short-Term Memory (LSTM) is designed to capture long-term dependencies in sequences by maintaining cell states that are less susceptible to the vanishing gradient problem.
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