truthfulness assessment

AIDME: A Scalable, Interpretable Framework for AI-Aided Scoping Reviews

Poster Presentation - The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Padua, Italy.

AIDME: A Scalable, Interpretable Framework for AI-Aided Scoping Reviews

Scientific publishing is expanding rapidly across disciplines, making it increasingly difficult for researchers to organize, filter, and synthesize the literature. Systematic reviews address this challenge through structured analysis, but the early …

Crowdsourced Fact-checking: Does It Actually Work?

There is an important ongoing effort aimed to tackle misinformation and to perform reliable fact-checking by employing human assessors at scale, with a crowdsourcing-based approach. Previous studies on the feasibility of employing crowdsourcing for …

Cognitive Biases in Fact-Checking and Their Countermeasures: A Review

The increase of the amount of misinformation spread every day online is a huge threat to the society. Organizations and researchers are working to contrast this misinformation plague. In this setting, human assessors are indispensable to correctly …

Fact-Checking at Scale with Crowdsourcing Experiments and Lessons Learned

In this paper, we present our journey in exploring the use of crowdsourcing for fact-checking. We discuss our early experiments aimed towards the identification of the best possible setting for misinformation assessment using crowdsourcing. Our …