论文标题
多种语言证据检索和事实验证以应对全球虚假信息：多盲的力量
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism
论文作者
论文摘要
本文将多种语言证据检索和事实验证作为对抗全球虚假信息的步骤，据我们所知，这是这类努力的第一步。目的是建立多种语言系统，这些系统可以检索证据丰富的语言，以验证更常见于虚假信息针对的证据语言的主张。为此，我们的Enmbert事实验证系统显示了转移学习能力的证据，而400个示例混合英语罗马尼亚数据集可用于跨语性转移学习评估。
This article investigates multilingual evidence retrieval and fact verification as a step to combat global disinformation, a first effort of this kind, to the best of our knowledge. The goal is building multilingual systems that retrieve in evidence-rich languages to verify claims in evidence-poor languages that are more commonly targeted by disinformation. To this end, our EnmBERT fact verification system shows evidence of transfer learning ability and 400 example mixed English-Romanian dataset is made available for cross-lingual transfer learning evaluation.
