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cs.CL2026
Beyond Confidence: Rethinking Self-Assessments for Performance Prediction in LLMs
Sree Bhattacharyya, Samarth Khanna, Leona Chen +3
Large Language Models (LLMs) are increasingly used in settings where reliable self-assessment is critical. Assessing model reliability has evolved from using probabilistic correctn…
cs.CL2025★ 3 cited
Too Categorical to be Human: Emotion Concepts in LLMs and Humans
Sree Bhattacharyya, Evgenii Kuriabov, Lucas Craig +4
Understanding human emotions is central to user-facing AI applications, safety alignment, and the simulation of human behavior. As emotional stimuli shape high-stakes behavior in L…