Are Interpretations Fairly Evaluated? A Definition Driven Pipeline for Post-Hoc Interpretability

Ninghao Liu, Yunsong Meng, Xia Hu +2

Recent years have witnessed an increasing number of interpretation methods being developed for improving transparency of NLP models. Meanwhile, researchers also try to answer the q…