Danielle S. Fox

CMU Machine Learning

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

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Brenda L. Robles (1)Elizabeth DiPietro Brovey (1)Christian D. Schunn (1)

Papers (1)

Mar 3, 2026

CMU ML1w ago

Baseline Performance of AI Tools in Classifying Cognitive Demand of Mathematical Tasks

AI tools are surprisingly bad at classifying the cognitive demand of math problems, with accuracy barely above chance and a systematic bias towards average difficulty, raising concerns about their utility in supporting teachers.

Danielle S. Fox, Brenda L. Robles, Elizabeth DiPietro Brovey +1

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Tool Use & Agents

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Danielle S. Fox

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)