Question: Bidirectional RNN - What problem is solved by bi - directional RNNs ? Vanishing gradient Exploding gradient Capturing variations at multiple time - scales Capturing

Bidirectional RNN - What problem is solved by bi-directional RNNs?
Vanishing gradient
Exploding gradient
Capturing variations at multiple time-scales
Capturing dependency of output at current timestep on context at future timesteps
Chosing relevant portions of context at all timesteps for output at current timestep
Over-fitting

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