import tensorflow as tf

    def call(self, embeddings, nwords):
        raise NotImplementedError

    def __call__(self):
        with tf.variable_scope("task_independent"):
            indices, num_tags, word_ids, nwords = self.input_layer()

            embeddings = self.embedding_layer(word_ids)
