CV
Basics
| Name | Mamta |
| Label | Postdoctoral Researcher |
| mamta20118@gmail.com, mamta.name@kcl.ac.uk | |
| Url | https://www.kcl.ac.uk/people/mamta |
| Summary | NLP Researcher |
Work
- 2025.01 - present
Postdoctoral Research Associate
Department of Informatics, King's College London (KCL)
Researcher in Natural Language Processing (NLP).
- Working on assessing and improving the robustness of NLP systems.
- Built adversarial evaluation frameworks to identify vulnerabilities in LLMs under Unicode-based stylistic and linguistic perturbations, uncovering systematic robustness failures across diverse subpopulations.
- Developed interpretability-based methods to enhance the robustness of LLMs.
- Designed red-teaming benchmark to evaluate safety robustness of open-source LLMs across multiple languages.
- Mentor in KCL Womxn in STEM.
- 2024.07 - 2024.12
Research Assistant
Department of Informatics, King's College London
Research Assistant in the Department of Informatics, King's College London.
- Researcher in Natural Language Processing
- 2019 - 2024
Research Fellow
Indian Institute of Technology Patna, India
Worked on fine-grained and coarse-grained sentiment analysis from text and multimodal content. Teaching Assistant for NLP | Python | Innovation Lab
- Researcher in Natural Language Processing
Education
Interests
| Trustworthy and Robust AI | |
| (1) Robustness of NLP Systems | |
| (2) Fairness | |
| (3) Model Interpretability | |
| (4) Socially Responsible Systems |
| Multilinguality | |
| (1) Opinion Mining in low resource monolingual and code-mixed language | |
| (2) Multimodal Multilingual AI Systems | |
| (3) Multilingual Reasoning in Indian Languages |
Awards
- 2024
- 2023
- 2023
- 2023
- 2016
Department Gold Medalist (M.Tech.)
National Institute of Technology Patna (NITP)
Projects
- 2019 - 2021
Sentiment, Emotion, Sarcasm & Hate speech Classifier
This project is done in collaboration with CENTRE FOR DEVELOPMENT OF TELEMATICS (CDOT) Delhi. We developed a multilingual surveillance system capable of analyzing sentiment, emotion for English and Hindi languages, Sarcasm and Hate speech detection for English.
- Natural Language Processing
- 2017 - 2018
Information Diffusion in Online Social Networks
This project is implemented with deep learning approach in python language as a part of M.Tech thesis which predicts how far a piece of information will travel in the online social network.
- Natural Language Processing
References
| Dr. Asif Ekbal | |
| Associate Professor, IIT Patna. Ph.D. Supervisor, Email: asif@iitp.ac.in |
| Dr. Oana Cocarascu | |
| Senior Lecturer in Artificial Intelligence, KCL. Email: oana.cocarascu@kcl.ac.uk |