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Tell Me Why: Explainable Public Health Fact-Checking Using Large Language Models

2024-07-12

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Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models

Paper address:https://arxiv.org/abs/2405.09454icon-default.png?t=N7T8https://arxiv.org/abs/2405.09454

1 Overview

The recent COVID-19 pandemic has highlighted the critical need for fact-checking in the public health sector. In an era when information spreads rapidly through social media platforms, the feasibility of manual fact-checking faces significant challenges. Misinformation in the health field can have serious or even fatal consequences, which emphasizes the important role of automated fact-checking mechanisms in preventing potential crises and protecting public health.

Providing clear explanations is an important part of effective fact-checking