Yaozong Shen

IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding

Instance attribution (IA) aims to identify the training instances leading to the prediction of a test example, helping researchers understand the dataset better and optimize data processing. While many IA methods have been proposed recently, how to evaluate them still remains open. Previous evaluati…