Field of Study:

Controllable Text Generation (CTG) is the task of generating natural sentences whose attributes can be controlled. The attributes to control can range from being stylistic such politeness, sentiment, formality, etc.; demographic attributes of the person writing the text such as gender, age, etc.; content such as information, keywords, entities, etc.; ordering of information, events, like plot summaries etc. It is regarded as crucial for the development of advanced text generation technologies that better meet the specific constraints in practical applications.

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