Search Results for author: Hu Yuan

Found 2 papers, 1 papers with code

An Exploration of Prompt-Based Zero-Shot Relation Extraction Method

no code implementations CCL 2022 Zhao Jun, Hu Yuan, Xu Nuo, Gui Tao, Zhang Qi, Chen Yunwen, Gao Xiang

In addition, very few relation descriptions are exposed to the model during training, which we argue is the performance bottleneck of two-tower methods.

Language Modelling Relation +1

FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark

1 code implementation15 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

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