LSTM Gating Mechanism

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An LSTM cell has three gates: forget, input, and output. What specific role does the forget gate play in the LSTM architecture?

Multiple Choice

It determines which elements of the previous cell state to retain or discard It decides which parts of the input to ignore before processing It controls the learning rate for the cell state update It resets the hidden state to zero when a sequence boundary is detected

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LSTM Gating Mechanism

Multiple Choice

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