  The previous work on controllable text generation is organized using a new
schema we provide in this study. Seven components make up the schema, and each
one is crucial to the creation process. To accomplish controlled generation for
scientific literature, we describe the various modulation strategies utilised
to modulate each of the seven components. We also offer a theoretical study and
qualitative examination of these methods. This insight makes possible new
architectures based on combinations of these components. Future research will
compare these methods empirically to learn more about their strengths and
utility.
