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The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale
Recent work has demonstrated the viability of using crowdsourcing as a tool for evaluating
the truthfulness of public statements. Under certain conditions such as:(1) having a balanced …
the truthfulness of public statements. Under certain conditions such as:(1) having a balanced …
[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 …
Can the crowd identify misinformation objectively? The effects of judgment scale and assessor's background
Truthfulness judgments are a fundamental step in the process of fighting misinformation, as
they are crucial to train and evaluate classifiers that automatically distinguish true and false …
they are crucial to train and evaluate classifiers that automatically distinguish true and false …
Who's in the crowd matters: cognitive factors and beliefs predict misinformation assessment accuracy
Misinformation runs rampant on social media and has been tied to adverse health behaviors
such as vaccine hesitancy. Crowdsourcing can be a means to detect and impede the spread …
such as vaccine hesitancy. Crowdsourcing can be a means to detect and impede the spread …
Crowdsourcing truthfulness: The impact of judgment scale and assessor bias
News content can sometimes be misleading and influence users' decision making
processes (eg, voting decisions). Quantitatively assessing the truthfulness of content …
processes (eg, voting decisions). Quantitatively assessing the truthfulness of content …
On the role of large language models in crowdsourcing misinformation assessment
The proliferation of online misinformation significantly undermines the credibility of web
content. Recently, crowd workers have been successfully employed to assess …
content. Recently, crowd workers have been successfully employed to assess …
Annotating perspectives on vaccination
R Morante, C Van Son, I Maks… - Proceedings of the Twelfth …, 2020 - aclanthology.org
In this paper we present the Vaccination Corpus, a corpus of texts related to the online
vaccination debate that has been annotated with three layers of information about …
vaccination debate that has been annotated with three layers of information about …
Task design in complex crowdsourcing experiments: Item assignment optimization
Crowdsourcing is the practice of outsourcing a task that would otherwise be performed by
one or a few experts to a crowd of individuals. It is often used to collect large amounts of …
one or a few experts to a crowd of individuals. It is often used to collect large amounts of …
On the Impact of Showing Evidence from Peers in Crowdsourced Truthfulness Assessments
Misinformation has been rapidly spreading online. The common approach to dealing with it
is deploying expert fact-checkers who follow forensic processes to identify the veracity of …
is deploying expert fact-checkers who follow forensic processes to identify the veracity of …