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Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models
Annual International ACM SIGIR Conference on Research and Development in Information RetrievalIn this paper, we explore the challenges associated with establishing an end-to-end fact-checking pipeline in a real-world context, covering over 90 languages.
Vinay Setty
semanticscholar +1 more source
Logical Consistency of Large Language Models in Fact-checking
International Conference on Learning RepresentationsIn recent years, large language models (LLMs) have demonstrated significant success in performing varied natural language tasks such as language translation, question-answering, summarizing, fact-checking, etc.
Bishwamittra Ghosh +3 more
semanticscholar +1 more source
Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?
BigData Congress [Services Society]Fact-checking judges if a piece of information is factual by analyzing data sources in multiple modalities, such as text and image. Traditional fact-checking relies on humans to formulate relevant and targeted Fact-Checking Questions (FCQs), search for ...
Alimohammad Beigi +6 more
semanticscholar +1 more source
arXiv.org
Despite advancements in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems, their effectiveness is often hindered by a lack of integration with entity relationships and community structures, limiting their ability to provide ...
Rong-Ching Chang, Jiawei Zhang
semanticscholar +1 more source
Despite advancements in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems, their effectiveness is often hindered by a lack of integration with entity relationships and community structures, limiting their ability to provide ...
Rong-Ching Chang, Jiawei Zhang
semanticscholar +1 more source
Digital Journalism
Epistemologies of journalism differ across genres, and fact-checking, as an independent operation or feature within existing news media organizations, can be considered a genre of journalism with its own epistemology. This paper explores the epistemology
Michael Koliska, Jessica Roberts
semanticscholar +1 more source
Epistemologies of journalism differ across genres, and fact-checking, as an independent operation or feature within existing news media organizations, can be considered a genre of journalism with its own epistemology. This paper explores the epistemology
Michael Koliska, Jessica Roberts
semanticscholar +1 more source
Fact-Checking: A Meta-Analysis of What Works and for Whom
Political Communication, 2020Nathan Walter, Jonathan Cohen
exaly
Effects of fact-checking social media vaccine misinformation on attitudes toward vaccines
Preventive Medicine, 2021Jingwen Zhang +2 more
exaly

