Using Bert as the backbone model for lime, designed for NLP task explanation (sentence pair text classification task)

Overview

Lime

Comparing deep contextualized model for sentences highlighting task. In addition, take the classic explanation model "LIME" with bert-base model as the baseline approach.

  1. Term importance estimation

Bert-LIME (*)

  1. Learning to explain

T5-marks-generation
Bert-seq-labeling


Bert-lime explanation

Owner
JHJu
Research assistant @ cnc Lab, ASCITI
JHJu
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