import tensorflow as tf

                            sequence_max_length
                        )
                        tiled_representation = tf.multiply(
                            tiled_representation,
                            tf.cast(mask[:, :, tf.newaxis], dtype=tf.float32)
                        )

                        dependencies_hidden.append(tiled_representation)
