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[HTML][HTML] 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 …
society. Organizations and researchers are working to contrast this misinformation plague. In …
The state of human-centered NLP technology for fact-checking
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …
narratives in public health, heightening social polarization, and disrupting democratic …
Complex QA and language models hybrid architectures, Survey
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 …
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
Open-ended assessments play a pivotal role in enabling instructors to evaluate student
knowledge acquisition and provide constructive feedback. Integrating large language …
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
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 …
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 …
annotations to social media posts. We draw on data from on an online environment where …
[HTML][HTML] 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 …
fact-checking by employing human assessors at scale, with a crowdsourcing-based …
The effects of crowd worker biases in fact-checking tasks
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 …
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 …
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
Online misinformation poses a global risk with significant real-world consequences. To
combat misinformation, current research relies on professionals like journalists and fact …
combat misinformation, current research relies on professionals like journalists and fact …