Thank "Goodness"! A Way to Measure Style in Student Essays. - Sandeep Mathias; Pushpak Bhattacharyya (NLP-TEA@ACL, 2018)

Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour. - Sandeep Mathias; Diptesh Kanojia; Kevin Patel; Samarth Agrawal; Pushpak Bhattacharyya (ACL (1), 2018)

The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification. - Nikhil Wani; Sandeep Mathias; Jayashree Aanand Gajjam; Pushpak Bhattacharyya (BEA@NAACL-HLT, 2018)

ASAP++: Enriching the ASAP Automated Essay Grading Dataset with Essay Attribute Scores. - Sandeep Mathias; Pushpak Bhattacharyya (LREC, 2018)

Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour. - Sandeep Mathias; Diptesh Kanojia; Kevin Patel; Samarth Agrawal; Abhijit Mishra; Pushpak Bhattacharyya (CoRR, 2018)

Can Neural Networks Automatically Score Essay Traits? - Sandeep Mathias; Pushpak Bhattacharyya (BEA@ACL, 2020)

Cognitively Aided Zero-Shot Automatic Essay Grading. - Sandeep Mathias; V. Rudra Murthy; Diptesh Kanojia; Pushpak Bhattacharyya (ICON, 2020)

A Survey on Using Gaze Behaviour for Natural Language Processing. - Sandeep Mathias; Diptesh Kanojia; Abhijit Mishra; Pushpak Bhattacharyya (IJCAI, 2020)

Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour. - Sandeep Mathias; V. Rudra Murthy; Diptesh Kanojia; Abhijit Mishra; Pushpak Bhattacharyya (AACL/IJCNLP, 2020)

Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays. - Rahul Kumar; Sandeep Mathias; Sriparna Saha 001; Pushpak Bhattacharyya (NAACL-HLT, 2022)

ISEP_Presidency_University at MLSP 2024 Shared Task: Using GPT-3.5 to Generate Substitutes for Lexical Simplification. - Benjamin Dutilleul; Mathis Debaillon; Sandeep Mathias (BEA, 2024)

PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning. - Medha Jeenoor; Madiha Aziz; Saipriya Dipika Vaidyanathan; Avijit Samantraya; Sandeep Mathias (COLING Workshops, 2025)