Text Summarization Using T5

Performing abstractive text summarization task using T5, and serving it via REST API.

• End to End NLP abstractive text summarization Problem.
• The Kaggle dataset can be found Here Click Here

Steps to run the project Click Here

Dataset Description

The dataset consists of 4515 examples and contains Author_name, Headlines, Url of Article, Short text, Complete Article. I gathered the summarized news from Inshorts and only scraped the news articles from Hindu, Indian times and Guardian. Time period ranges from February to August 2017.

Goal

• Generating short length descriptions(headlines) from text(news articles).
• Summarizing large amount of information which can be represented in compressed space

Following are the screenshots for the sample request and sample response.

• Request sample

• Response Sample