Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.
Siddhant AroraDanish PruthiNorman M. SadehWilliam W. CohenZachary C. LiptonGraham NeubigPublished in: CoRR (2021)
Keyphrases
- study proposes
- theoretical framework
- probabilistic model
- case study
- computational model
- layout design
- conceptual model
- user interface
- deeper understanding
- knowledge base
- context dependent
- conceptual framework
- mathematical model
- statistical model
- genetic algorithm
- metamodel
- user model
- simulation study
- web services
- experimental data
- process model
- objective function
- neural network
- user profiles
- theoretical analysis
- collaborative learning
- end users
- multi agent systems
- prior knowledge