[HTML][HTML] Faithful AI in medicine: a systematic review with large language models and beyond
Artificial intelligence (AI), especially the most recent large language models (LLMs), holds
great promise in healthcare and medicine, with applications spanning from biological …
great promise in healthcare and medicine, with applications spanning from biological …
Scientific fact-checking: A survey of resources and approaches
The task of fact-checking deals with assessing the veracity of factual claims based on
credible evidence and background knowledge. In particular, scientific fact-checking is the …
credible evidence and background knowledge. In particular, scientific fact-checking is the …
[PDF][PDF] Factchd: Benchmarking fact-conflicting hallucination detection
Despite their impressive generative capabilities, LLMs are hindered by fact-conflicting
hallucinations in real-world applications. The accurate identification of hallucinations in texts …
hallucinations in real-world applications. The accurate identification of hallucinations in texts …
Check-covid: Fact-checking COVID-19 news claims with scientific evidence
We present a new fact-checking benchmark, Check-COVID, that requires systems to verify
claims about COVID-19 from news using evidence from scientific articles. This approach to …
claims about COVID-19 from news using evidence from scientific articles. This approach to …
Scitab: A challenging benchmark for compositional reasoning and claim verification on scientific tables
Current scientific fact-checking benchmarks exhibit several shortcomings, such as biases
arising from crowd-sourced claims and an over-reliance on text-based evidence. We present …
arising from crowd-sourced claims and an over-reliance on text-based evidence. We present …
Dominant Disciplinary and Thematic Approaches to Automated Fact-Checking: A Scoping Review and Reflection
L Kavtaradze - Digital Journalism, 2024 - Taylor & Francis
As artificial intelligence (AI) has become pervasive in journalistic production, the influence of
algorithms on media practices has grown. We must always consider the interdisciplinary …
algorithms on media practices has grown. We must always consider the interdisciplinary …
If in a Crowdsourced Data Annotation Pipeline, a GPT-4
Recent studies indicated GPT-4 outperforms online crowd workers in data labeling
accuracy, notably workers from Amazon Mechanical Turk (MTurk). However, these studies …
accuracy, notably workers from Amazon Mechanical Turk (MTurk). However, these studies …
Comparing knowledge sources for open-domain scientific claim verification
The increasing rate at which scientific knowledge is discovered and health claims shared
online has highlighted the importance of developing efficient fact-checking systems for …
online has highlighted the importance of developing efficient fact-checking systems for …
Combating the COVID-19 infodemic using Prompt-Based curriculum learning
The COVID-19 pandemic has been accompanied by a proliferation of online misinformation
and disinformation about the virus. Combating this 'infodemic'has been identified as one of …
and disinformation about the virus. Combating this 'infodemic'has been identified as one of …
Healthfc: A dataset of health claims for evidence-based medical fact-checking
Seeking health-related advice on the internet has become a common practice in the digital
era. Determining the trustworthiness of medical claims found online and finding appropriate …
era. Determining the trustworthiness of medical claims found online and finding appropriate …