arXiv:2506.15794cs.CLcs.AI2025-06IJCAI被引 3

开源AI工具,自动检测并解释谣言真伪。

Veracity: An Open-Source AI Fact-Checking System

  • 结合大模型与网页检索,分析用户提交的声明
  • 支持多语言,提供可读的真伪评分和解释
  • 界面像聊天软件,适合普通用户使用

虚假信息泛滥对社会构成重大威胁,尤其受生成式AI能力推动。本文介绍Veracity——一个开源AI事实核查系统,旨在通过透明、易用的方式帮助个人对抗虚假信息。该系统利用大语言模型(LLMs)与网络检索代理的协同作用,分析用户提交的声明,并提供有依据的真伪评估及直观解释。核心功能包括多语言支持、声明真伪的数值评分,以及仿照常见即时通讯应用的交互界面。本演示论文将展示Veracity不仅能够识别虚假信息,还能解释推理过程,促进媒体素养,推动更知情的社会建设。

原文摘要 · Abstract (English)

The proliferation of misinformation poses a significant threat to society, exacerbated by the capabilities of generative AI. This demo paper introduces Veracity, an open-source AI system designed to empower individuals to combat misinformation through transparent and accessible fact-checking. Veracity leverages the synergy between Large Language Models (LLMs) and web retrieval agents to analyze user-submitted claims and provide grounded veracity assessments with intuitive explanations. Key features include multilingual support, numerical scoring of claim veracity, and an interactive interface inspired by familiar messaging applications. This paper will showcase Veracity's ability to not only detect misinformation but also explain its reasoning, fostering media literacy and promoting a more informed society.

AI核查开源工具信息验证

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