A. Long Short-Term Memory (LSTM) is a recurrent neural network (RNN) architecture commonly used in image captioning. LSTM networks can capture long-term dependencies in sequential data, making them suitable for generating coherent and contextually relevant captions by modeling the sequential nature of language.