1. A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation Using GPT [ECIR 2024]
2. Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language Models [FIRE 2023]
3. How Ready Are Generative Pre-trained Large Language Models for Explaining Bengali Grammatical Errors? [EDM 2024]
4. Exploring the Capabilities of Prompted Large Language Models in Educational and Assessment Applications [EDM 2024]
5. How Effective is GPT-4 Turbo in Generating School-Level Questions from Textbooks Based on Bloom’s Revised Taxonomy? [L@S 2024]
6. Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models [NLLP 2024]
7. MIRROR: A Novel Approach for the Automated Evaluation of Open-Ended Question Generation [NeurIPS Workshop]
Research Experience
1. Postdoctoral Researcher at ECE Paris LyRIDS Lab, collaborating with Prof. Guilherme MEDEIROS MACHADO, Prof. Faiza BELBACHIR, and Prof. Omar BOUCELMA's team, focusing on Generative AI and Data Traceability.
2. Human Frontier Collective Fellow at Scale AI, remote internship for 3 months, designed domain-specific problems and datasets to test cutting-edge generative AI models, provided feedback to improve model accuracy, robustness, and overall performance.
Education
Ph.D. in Artificial Intelligence from Indian Institute of Technology Kharagpur, under the guidance of Prof. Sudeshna Sarkar, focusing on the intersection of Generative AI and Education.
Background
Research Interests: Generative AI and Data Traceability, Natural Language Processing, with a particular emphasis on leveraging Large Language Models (LLMs) in various domains such as legal, healthcare, social media, and beyond. Brief Introduction: Committed to advancing the frontiers of AI and its real-world applications.
Miscellany
Participated in a collaborative study on scientific writing led by researchers from Ohio State University, University of Utah, and Allen Institute for AI. Served as a Perplexity Campus Partner for IIT Kharagpur, bringing the innovative Comet browser to campus.