Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents

Understand

A major challenge in fine-tuning deep learning models for automatic summarization is the need for large domain specific datasets.

• One of the barriers to curating such data from resources like online publications is navigating the license regulations applicable to their re-use, especially for commercial purposes.
• As a result, despite the availability of several business journals there are no large scale datasets for summarizing business documents.
• In this work, we introduce Open4Business(O4B),a dataset of 17,458 open access business articles and their reference summaries.