CREST: A causal framework for mitigating shortcut learning in language models through counterfactual reasoning.
Zhonghua Liu|Wei Shao|Shaolong E.|Xia Cao
| Anthology ID: | DBLP:journals/ipm/LiuSEC26 |
|---|---|
| Year: | 2026 |
| Venue: | Information Processing and Management |
| Pages: | 104418 |
| URL: | https://doi.org/10.1016/J.IPM.2025.104418 |
| DOI: | https://doi.org/10.1016/J.IPM.2025.104418 |
| DBLP: | journals/ipm/LiuSEC26 |
| BibTeX: |
@article{liu-2026-crest,
author = {Zhonghua Liu and
Wei Shao and
Shaolong E. and
Xia Cao},
title = {{CREST: A causal framework for mitigating shortcut learning in language models through counterfactual reasoning}},
journal = {Information Processing and Management},
volume = {63},
number = {2},
pages = {104418},
year = {2026},
url = {https://doi.org/10.1016/J.IPM.2025.104418},
doi = {https://doi.org/10.1016/J.IPM.2025.104418}
}