Exploring the Robustness of In-Context Learning with Noisy Labels

1 code implementation • 28 Apr 2024 • Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei

In this paper, inspired by prior research that studies ICL ability using simple function classes, we take a closer look at this problem by investigating the robustness of Transformers against noisy labels.

Data Augmentation In-Context Learning +1