DataCLUE: A Benchmark Suite for Data-centric NLP

1 code implementation • 16 Nov 2021 • Liang Xu, Jiacheng Liu, Xiang Pan, Xiaojing Lu, Xiaofeng Hou

However, we have not seen significant research progress in this field, especially in NLP.

FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark

1 code implementation • 15 Jul 2021 • Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Huilin Xu, Hu Yuan, Guoao Wei, Xiang Pan, Xin Tian, Libo Qin, Hu Hai

While different learning schemes -- fine-tuning, zero-shot, and few-shot learning -- have been widely explored and compared for languages such as English, there is comparatively little work in Chinese to fairly and comprehensively evaluate and compare these methods and thus hinders cumulative progress.

Few-Shot Learning Machine Reading Comprehension +4