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Papers
Mistake Attribution: Fine-Grained Mistake Understanding in Egocentric Videos
CVPR 2026
Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
ACL 2025
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
CVPR 2025
MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs
AAAI 2025
MistSense: Versatile Online Detection of Procedural and Execution Mistakes
ICCV 2025
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
NeurIPS 2024
LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
IJCAI 2024
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities
CVPR 2022