user study
An evaluation method that involves real users interacting with an AI system to gather qualitative and quantitative data on usability and performance.
- Advancing Interpretability of CLIP Representations with Concept Surrogate Model
- Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition
- Model Reconciliation via Cost-Optimal Explanations in Probabilistic Logic Programming
- Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels
- Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
- When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration