Shortcut Learning of Large Language Models in Natural Language Understanding

Authors

Mengnan Du, New Jersey Institute of Technology
Fengxiang He, The University of Edinburgh
Na Zou, Texas A&M University
Dacheng Tao, The University of Sydney
Xia Hu, Rice University

Document Type

Article

Publication Date

12-21-2023

Abstract

Shortcuts often hinder the robustness of large language models.

Identifier

85179985005 (Scopus)

Publication Title

Communications of the ACM

External Full Text Location

https://doi.org/10.1145/3596490

e-ISSN

15577317

ISSN

00010782

First Page

110

Last Page

120

Issue

1

Volume

67

Recommended Citation

Du, Mengnan; He, Fengxiang; Zou, Na; Tao, Dacheng; and Hu, Xia, "Shortcut Learning of Large Language Models in Natural Language Understanding" (2023). Faculty Publications. 1219.
https://digitalcommons.njit.edu/fac_pubs/1219