no code implementations • 21 Dec 2021 • Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya
Gaze behaviour has been used as a way to gather cognitive information for a number of years.
no code implementations • ICON 2020 • Sandeep Mathias, Rudra Murthy, Diptesh Kanojia, Pushpak Bhattacharyya
Automatic essay grading (AEG) is a process in which machines assign a grade to an essay written in response to a topic, called the prompt.
1 code implementation • NAACL 2022 • Rahul Kumar, Sandeep Mathias, Sriparna Saha, Pushpak Bhattacharyya
To find out which traits work best for different types of essays, we conduct ablation tests for each of the essay traits.
Ranked #4 on Automated Essay Scoring on ASAP
1 code implementation • Asian Chapter of the Association for Computational Linguistics 2020 • Sandeep Mathias, Rudra Murthy, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya
To demonstrate the efficacy of this multi-task learning based approach to automatic essay grading, we collect gaze behaviour for 48 essays across 4 essay sets, and learn gaze behaviour for the rest of the essays, numbering over 7000 essays.
no code implementations • ACL 2018 • Sandeep Mathias, Diptesh Kanojia, Kevin Patel, Samarth Agarwal, Abhijit Mishra, Pushpak Bhattacharyya
Such subjective aspects are better handled using cognitive information.