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cs.CL2026
Evaluating Adaptive Personalization of Educational Readings with Simulated Learners
Ryan T. Woo, Anmol Rao, Aryan Keluskar +1
We present a framework for evaluating adaptive personalization of educational reading materials with theory-grounded simulated learners. The system builds a learning-objective and…
cs.CL2024★ 2 cited
Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering
Aryan Keluskar, Amrita Bhattacharjee, Huan Liu
Ambiguity in natural language poses significant challenges to Large Language Models (LLMs) used for open-domain question answering. LLMs often struggle with the inherent uncertaint…