GeDi: Generative Discriminator Guided Sequence Generation

Ben Krause
Ben Krause
Akhilesh Deepak Gotmare
Akhilesh Deepak Gotmare
Bryan McCann
Bryan McCann
Nitish Shirish Keskar
Nitish Shirish Keskar
Shafiq Joty
Shafiq Joty
Cited by: 2|Bibtex|Views30
Other Links: arxiv.org

Abstract:

Class-conditional language models (CC-LMs) can be used to generate natural language with specific attributes, such as style or sentiment, by conditioning on an attribute label, or control code. However, we find that these models struggle to control generation when applied to out-of-domain prompts or unseen control codes. To overcome the...More

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