Research focus
MBZUAI/Independent ResearcherAbu Dhabi, United Arab Emirates, Kazakhstan
My primary area of interest is Uncertainty Quantification for LLMs. In very simple terms, I am trying to understand how we can determine when a model knows - and doesn't know - what it is talking about. I also have some interest in LLM safety and trustworthiness, but more so as a casual learner than a practitioner.
NLP
Uncertianty Quantification
LLM Safety
Trustworthy ML
Publications
Approved public publications linked to this researcher profile.
- Open
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models
Open MIND - 2025 - OpenAlex01 citation
Regional connection
DSML member