作者位次 #3/4ACL 2026Poster· Natural Language Processing
Explaining Sources of Uncertainty in Automated Fact-Checking
Jingyi Sun · Greta Warren · Irina Shklovski · Isabelle Augenstein
摘要
Human–AI collaboration in knowledge-intensive tasks such as fact-checking requires understanding model uncertainty in multi-document reasoning amid conflicting/agreeing evidence. Yet, existing methods only express uncertainty as numbers or hedges without revealing which evidence conflicts cause t...