Ranking Large Language Models without Ground Truth
- 2024
- ACL 2024
Rahul Nair
Title
Senior Research Scientist
Bio
Rahul Nair is Senior Research Scientist at IBM Research and Adjunct Associate Professor at the School of Computer Science, University College Dublin. His current research interests are in trusted AI, model transparency, explainability, and technology for development. His expertise is in optimisation, machine learning which he has applied across sectors particularly transportation, healthcare, and business computing. He holds a Ph.D. from University of Maryland College Park.
Publications
Human-Centered Design Recommendations for LLM-as-a-Judge
- Qian Pan
- Zahra Ashktorab
- et al.
- 2024
- ACL 2024
Interactive Human-Centric Bias Mitigation
- 2024
- AAAI 2024
Cookie Consent Has Disparate Impact on Estimation Accuracy
- Erik Miehling
- Rahul Nair
- et al.
- 2023
- NeurIPS 2023
Explaining knock-on effects of bias mitigation
- Svetoslav Nizhnichenkov
- Rahul Nair
- et al.
- 2023
- NeurIPS 2023
Co-creating a globally interpretable model with human inputs
- 2023
- ICML 2023
An Explainable Forecasting System for Humanitarian Needs Assessment
- Rahul Nair
- Bo Schwartz Madsen
- et al.
- 2023
- IAAI 2023
Assessing Users' Ability To Modify And Communicate Ai Models' Decision Boundaries Via A Low-code, Rules-based Approach
- 2022
- INFORMS 2022
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- Oznur Alkan
- Dennis Wei
- et al.
- 2022
- MLSys 2022
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
- James McCarthy
- Rahul Nair
- et al.
- 2022
- IJCAI 2022
Patents
- US
- 12153879
- US
- 12106193
- US
- 12100141
- US
- 11763320
- US
- 11645595
- US
- 11562087
- US
- 11556938
- US
- 11507890
- US
- 11410184
- US
- 11397954
Projects
AIMEE
AI model explorer and editor tool.
Fluorescence-based Digital Surgery Decision Support
Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.
AutoFair: Human-compatible Automation of Fairness in AI
Addressing the need for trusted AI in a range of practical industrial applications from recruitment, to fintech and advertising.
Top collaborators
ED
Elizabeth Daly
STSM, Research Manager, Interactive AI Group
KN
Karthikeyan Natesan Ramamurthy
Principal Research Scientist
IV
Inge Vejsbjerg
Research Engineer
OC
Owen Cornec
Research Engineer @ VAIL / Lead @ Carbon Labs