Search Results for author: Yufeng Zhao

Found 2 papers, 0 papers with code

NoisyICL: A Little Noise in Model Parameters Calibrates In-context Learning

no code implementations8 Feb 2024 Yufeng Zhao, Yoshihiro Sakai, Naoya Inoue

In-Context Learning (ICL) is suffering from unsatisfactory performance and under-calibration due to high prior bias and unfaithful confidence.

In-Context Learning

SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus

no code implementations13 Sep 2022 Yufeng Zhao, Haiying Che

Therefore, to apply the pre-trained language knowledge of BERT to long text, in this paper, imitating the skimming-intensive reading method used by humans when reading a long paragraph, the Skimming-Intensive Model (SkIn) is proposed.

Sentence text-classification +1

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