import tensorflow as tf

                if encoder.binary:
                    raise NotImplementedError

                pad = tf.nn.embedding_lookup(embeddings, utils.BOS_ID)
                pad = tf.expand_dims(tf.expand_dims(pad, axis=0), axis=1)
                pad = tf.tile(pad, [batch_size, 1, 1])
