A survey of human-in-the-loop for machine learning
Abstract Machine learning has become the state-of-the-art technique for many tasks
including computer vision, natural language processing, speech processing tasks, etc …
including computer vision, natural language processing, speech processing tasks, etc …
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language
With the explosive growth of online social media, the ancient problem of information
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …
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 …
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 …
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 …
Automated fact-checking to support professional practices: systematic literature review and meta-analysis
Fact-checking is a time-consuming process that automation can potentially make more
efficient. This study provides a comprehensive, multidisciplinary state of the art that …
efficient. This study provides a comprehensive, multidisciplinary state of the art that …
Artificial intelligence in automated detection of disinformation: a thematic analysis
FCC Santos - Journalism and Media, 2023 - mdpi.com
The increasing prevalence of disinformation has led to a growing interest in leveraging
artificial intelligence (AI) for detecting and combating this phenomenon. This article presents …
artificial intelligence (AI) for detecting and combating this phenomenon. This article presents …
[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 …
Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19
Recently, the misinformation problem has been addressed with a crowdsourcing-based
approach: to assess the truthfulness of a statement, instead of relying on a few experts, a …
approach: to assess the truthfulness of a statement, instead of relying on a few experts, a …
Striking the balance in using LLMs for fact-checking: A narrative literature review
The launch of ChatGPT at the end of November 2022 triggered a general reflection on its
benefits for supporting fact-checking workflows and practices. Between the excitement of the …
benefits for supporting fact-checking workflows and practices. Between the excitement of the …