28 citations · 32 across the 3 of their papers we have counts for
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cs.CL2022★ 4 cited
Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens
Nitish Joshi, Xiang Pan, He He
The term `spurious correlations' has been used in NLP to informally denote any undesirable feature-label correlations. However, a correlation can be undesirable because (i) the fea…
cs.CL2021★ 28 cited
FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark
Liang Xu, Xiaojing Lu, Chenyang Yuan +8
Pretrained Language Models (PLMs) have achieved tremendous success in natural language understanding tasks. While different learning schemes -- fine-tuning, zero-shot, and few-shot…