Search Results for author: Shih-Chieh Dai

Found 3 papers, 2 papers with code

Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term

no code implementations26 Oct 2023 Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

In this study, we compare the effectiveness of a warning label and the state-of-the-art counterfactual explanations generated by GPT-4 in debunking misinformation.

counterfactual Explanation Generation +2

LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis

1 code implementation23 Oct 2023 Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

Thematic analysis (TA) has been widely used for analyzing qualitative data in many disciplines and fields.

In-Context Learning Language Modelling +2

Ask to Know More: Generating Counterfactual Explanations for Fake Claims

1 code implementation10 Jun 2022 Shih-Chieh Dai, Yi-Li Hsu, Aiping Xiong, Lun-Wei Ku

In this paper, we propose elucidating fact checking predictions using counterfactual explanations to help people understand why a specific piece of news was identified as fake.

counterfactual Counterfactual Explanation +2

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