Mamta
King's College London
I am a postdoctoral researcher in the Department of Informatics at Kingโs 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 โAdvancing 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 | ๐ Our paper MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models has been accepted at MeLLM, ACL 2026. |
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| Apr 07, 2026 | ๐ Our paper TinyAttack: Exploring Stylistic Vulnerabilities in Large Language Models has been accepted at ACL 2026 Findings! |
| Mar 01, 2026 | ๐ 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 | ๐ Our paper I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense has been accepted at EMNLP 2025 Findings! |
| Apr 01, 2025 | ๐ Our paper Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning has been accepted at WACV 2026! |