Saptarshi Ghosh

Fairness for Whom? Understanding the Reader's Perception of Fairness in\n Text Summarization

2021 · arXiv (Cornell University)

With the surge in user-generated textual information, there has been a recent\nincrease in the use of summarization algorithms for providing an overview of\nthe extensive content. Traditional metrics for evaluation of these algorithms\n(e.g. ROUGE scores) rely …

Summarizing User-generated Textual Content: Motivation and Methods for\n Fairness in Algorithmic Summaries

2018 · arXiv (Cornell University)

As the amount of user-generated textual content grows rapidly, text\nsummarization algorithms are increasingly being used to provide users a quick\noverview of the information content. Traditionally, summarization algorithms\nhave been evaluated only based on how well they …