Search Results for author: Zhixiong Han

Found 2 papers, 2 papers with code

Structured Prompting: Scaling In-Context Learning to 1,000 Examples

1 code implementation13 Dec 2022 Yaru Hao, Yutao Sun, Li Dong, Zhixiong Han, Yuxian Gu, Furu Wei

Large language models have exhibited intriguing in-context learning capability, achieving promising zero- and few-shot performance without updating the parameters.

In-Context Learning

Prototypical Calibration for Few-shot Learning of Language Models

1 code implementation20 May 2022 Zhixiong Han, Yaru Hao, Li Dong, Yutao Sun, Furu Wei

In-context learning of GPT-like models has been recognized as fragile across different hand-crafted templates, and demonstration permutations.

Few-Shot Learning In-Context Learning

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