How To Do Effective Paraphrasing Using Huggingface and Diverse Beam Search? (T5, Pegasus,…)

Author(s): Ala Alam Falaki

Originally published on Towards AI.

The available paraphrasing models usually don’t perform as advertised. However, some techniques can help you easily get the most out of them.

Photo by Glen Carrie on Unsplash

Have you ever tried one of the paraphrasing models and gotten the same output as the text you entered with no changes? Well, you are not alone! There are lots of models that are showing excellent results on their README file but will disappoint you. It doesn’t mean they are bad models. I am going to write about the Diverse Beam Search [1] decoding method that can unleash these models’ power.

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Published via Towards AI