Mamta

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King's College London

I am a postdoctoral researcher in the Department of Informatics at Kingโ€™s College London, where I work with Dr. Oana Cocarascu on enhancing the robustness of NLP systems. My work is dedicated to making AI more inclusive and accessible. I earned my Ph.D. from the AI-NLP-ML Lab at the Indian Institute of Technology Patna, with a thesis titled โ€œAdvancing Sentiment Analysis: From Diverse Domains to Multilinguality and Robustness.โ€

My research interests cover several key areas: Robustness of uni-modal and multi-modal AI systems, Fact Verification, Multilinguality, Multilingual reasoning in Indian languages, Model Interpretability, Fairness in Machine Learning, and opinion mining.

news

May 21, 2026 ๐ŸŽ‰ Our paper MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models has been accepted at MeLLM, ACL 2026.
Apr 07, 2026 ๐ŸŽ‰ Our paper TinyAttack: Exploring Stylistic Vulnerabilities in Large Language Models has been accepted at ACL 2026 Findings!
Mar 01, 2026 ๐Ÿ“„ Two papers accepted at VarDial 2026 (co-located with EACL 2026): Improving Dialect Robustness in LLMs and Indic-TunedLens: Interpreting Multilingual Models in Indian Languages.
Nov 01, 2025 ๐Ÿ† Our paper I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense has been accepted at EMNLP 2025 Findings!
Apr 01, 2025 ๐Ÿ“„ Our paper Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning has been accepted at WACV 2026!