A Comparative Study of Faithfulness Metrics for Model Interpretability Methods.
Chun Sik ChanHuanqi KongGuanqing LiangPublished in: ACL (1) (2022)
Keyphrases
- computational model
- qualitative and quantitative
- theoretical analysis
- benchmark datasets
- statistical methods
- linear models
- cost function
- statistical models
- statistical model
- empirical validation
- hybrid method
- learning models
- formal model
- classification method
- information retrieval
- parameter estimation
- generative model
- significant improvement
- high level