2023
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing
ACL 2023findings
Large-scale datasets in the real world inevitably involve label noise. Deep models can gradually overfit noisy labels and thus degrade model generalization. To mitigate the effects of label noise, learning with noisy labels (LNL) methods are designed to achieve better generalization performance. Due…