[HTML][HTML] Cognitive biases in fact-checking and their countermeasures: a review

M Soprano, K Roitero, D La Barbera, D Ceolin… - Information Processing …, 2024 - Elsevier
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 …

The state of human-centered NLP technology for fact-checking

A Das, H Liu, V Kovatchev, M Lease - Information processing & …, 2023 - Elsevier
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …

Complex QA and language models hybrid architectures, Survey

X Daull, P Bellot, E Bruno, V Martin… - arxiv preprint arxiv …, 2023 - arxiv.org
This paper reviews the state-of-the-art of language models architectures and strategies for"
complex" question-answering (QA, CQA, CPS) with a focus on hybridization. Large …

[HTML][HTML] Assessing the quality of automatic-generated short answers using GPT-4

L Rodrigues, FD Pereira, L Cabral, D Gašević… - … and Education: Artificial …, 2024 - Elsevier
Open-ended assessments play a pivotal role in enabling instructors to evaluate student
knowledge acquisition and provide constructive feedback. Integrating large language …

The “infodemic” infodemic: Toward a more nuanced understanding of truth-claims and the need for (not) combatting misinformation

NM Krause, I Freiling… - The ANNALS of the …, 2022 - journals.sagepub.com
Scholarship on (mis) information does not easily translate into recommendations for policy-
makers and policy influencers who wish to judge the accuracy of science-related truth …

Birdwatch: Crowd wisdom and bridging algorithms can inform understanding and reduce the spread of misinformation

S Wojcik, S Hilgard, N Judd, D Mocanu… - arxiv preprint arxiv …, 2022 - arxiv.org
We present an approach for selecting objectively informative and subjectively helpful
annotations to social media posts. We draw on data from on an online environment where …

[HTML][HTML] Crowdsourced Fact-checking: Does It Actually Work?

D La Barbera, E Maddalena, M Soprano… - Information Processing …, 2024 - Elsevier
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 …

The effects of crowd worker biases in fact-checking tasks

T Draws, D La Barbera, M Soprano, K Roitero… - Proceedings of the …, 2022 - dl.acm.org
Due to the increasing amount of information shared online every day, the need for sound
and reliable ways of distinguishing between trustworthy and non-trustworthy information is …

Examining the impact of provenance-enabled media on trust and accuracy perceptions

KJK Feng, N Ritchie, P Blumenthal, A Parsons… - Proceedings of the …, 2023 - dl.acm.org
In recent years, industry leaders and researchers have proposed to use technical
provenance standards to address visual misinformation spread through digitally altered …

A survey on the role of crowds in combating online misinformation: Annotators, evaluators, and creators

B He, Y Hu, YC Lee, S Oh, G Verma… - ACM Transactions on …, 2025 - dl.acm.org
Online misinformation poses a global risk with significant real-world consequences. To
combat misinformation, current research relies on professionals like journalists and fact …