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Unifying AI Tutor Evaluation: An Evaluation Taxonomy for Pedagogical Ability Assessment of LLM-Powered AI Tutors

Kaushal Kumar Maurya, KV Aditya Srivatsa, Kseniia Petukhova, Ekaterina Kochmar

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Abstract

Kaushal Kumar Maurya, Kv Aditya Srivatsa, Kseniia Petukhova, Ekaterina Kochmar. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2025.

Topics & Concepts

TUTORTaxonomy (biology)Computer scienceArtificial intelligenceMathematics educationPsychologyProgramming languageBiologyBotanyIntelligent Tutoring Systems and Adaptive Learning