This is the official code base for our ICLR 2021 paper:
"InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective".
Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
Download required packages
pip install -r requirements.txt
To run ANLI and TextFooler experiments, refer to README in the ANLI directory.
To run SQuAD experiments, refer to README in the SQuAD directory.
@inproceedings{
wang2021infobert,
title={InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective},
author={Wang, Boxin and Wang, Shuohang and Cheng, Yu and Gan, Zhe and Jia, Ruoxi and Li, Bo and Liu, Jingjing},
booktitle={International Conference on Learning Representations},
year={2021}}