Publications (5)
Cognitively Aided Zero-Shot Automatic Essay Grading
Sandeep Mathias, Rudra Murthy, Diptesh Kanojia +1
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. Zero-shot AEG is when we train a system t…
A Survey on Using Gaze Behaviour for Natural Language Processing
Sandeep Mathias, Diptesh Kanojia, Abhijit Mishra +1
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 natur…
Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour
Sandeep Mathias, Rudra Murthy, Diptesh Kanojia +2
The gaze behaviour of a reader is helpful in solving several NLP tasks such as automatic essay grading. However, collecting gaze behaviour from readers is costly in terms of time a…
Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour
Sandeep Mathias, Diptesh Kanojia, Kevin Patel +3
Predicting a reader's rating of text quality is a challenging task that involves estimating different subjective aspects of the text, like structure, clarity, etc. Such subjective…
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays
Rahul Kumar, Sandeep Mathias, Sriparna Saha +1
Most research in the area of automatic essay grading (AEG) is geared towards scoring the essay holistically while there has also been some work done on scoring individual essay tra…