Sandeep Mathias — accepted AI-conference papers

2022

Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays

Rahul Kumar, Sandeep Mathias, Sriparna Saha, Pushpak Bhattacharyya

NAACL 2022long

Most research in the area of automatic essay grading (AEG) is geared towards scoring the essay holistically while there has also been little work done on scoring individual essay traits. In this paper, we describe a way to score essays using a multi-task learning (MTL) approach, where scoring the es…

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2020

A Survey on Using Gaze Behaviour for Natural Language Processing

Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharya

IJCAI 2020poster

Gaze behaviour has been used as a way to gather cognitive information for a number of years. In this paper, we discuss the use of gaze behaviour in solving different tasks in natural language processing (NLP) without having to record it at test time. This is because the collection of gaze behaviour…

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