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WhatTheWikiFact: Fact-Checking Claims Against Wikipedia
arXiv - CS - Information Retrieval Pub Date : 2021-04-16 , DOI: arxiv-2105.00826
Anton Chernyavskiy, Dmitry Ilvovsky, Preslav Nakov

The rise of Internet has made it a major source of information. Unfortunately, not all information online is true, and thus a number of fact-checking initiatives have been launched, both manual and automatic. Here, we present our contribution in this regard: WhatTheWikiFact, a system for automatic claim verification using Wikipedia. The system predicts the veracity of an input claim, and it further shows the evidence it has retrieved as part of the verification process. It shows confidence scores and a list of relevant Wikipedia articles, together with detailed information about each article, including the phrase used to retrieve it, the most relevant sentences it contains, and their stances with respect to the input claim, with associated probabilities.

中文翻译:

WhatTheWikiFact:对维基百科的事实核查声明

互联网的兴起使它成为主要的信息来源。不幸的是,并非所有在线信息都是正确的,因此,已经启动了许多手动和自动的事实检查计划。在这里,我们介绍我们在这方面的贡献:WhatTheWikiFact,使用Wikipedia进行自动索赔验证的系统。该系统预测输入索赔的准确性,并进一步显示其已作为验证过程的一部分检索到的证据。它显示了置信度得分和相关的Wikipedia文章列表,以及有关每篇文章的详细信息,包括用于检索该文章的短语,该文章包含的最相关句子以及它们相对于输入声明的立场以及相关的概率。
更新日期:2021-05-04
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