2 papers
cs.CL2025
PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants
Zheng Zhao, Clara Vania, Subhradeep Kayal +3
Large language models (LLMs) have advanced conversational AI assistants. However, systematically evaluating how well these assistants apply personalization--adapting to individual…
cs.CY2022
A Framework for Auditing Multilevel Models using Explainability Methods
Debarati Bhaumik, Diptish Dey, Subhradeep Kayal
Applications of multilevel models usually result in binary classification within groups or hierarchies based on a set of input features. For transparent and ethical applications of…