Mustaffa Hussain

Generating Abstractive Summaries Using Google’s PEGASUS Model

In the last week of December 2019, Google Brain team launched this state of the art summarization model PEGASUS, which expands to Pre-training with Extracted Gap-sentences for Abstractive Summarization. In this article, we will just be looking at how we can generate summaries using the pre-trained model, for the information on how the pre-training took place, refer here. As one could see in the original paper itself, it has been giving great abstractive summaries, for example, one of it’s fine-tuned model on XSum data, following happened for an input:...