Towards explainable fact checking
Websystems are assured, rational, and explainable is an essential step toward improving Human-AI trust and the accessibility of black-box systems. Index Terms—Natural Language Processing, ... [26]N. Kotonya and F. Toni, “Explainable automated fact-checking for public health claims,” arXiv preprint arXiv:2010.09926, 2024. [27]D. Kiran, ... WebAug 30, 2024 · We are researching the relationship between attitudes towards entities on social media and gender bias as part of a DFF Project 1. Moreover, we are researching methods for explainable stance detection in the context of a DFF Sapere Aude Research Leader project, and explainable fact checking as part of an ERC Starting Grant project.
Towards explainable fact checking
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WebAug 23, 2024 · Towards Explainable Fact Checking. 08/23/2024. ∙. by Isabelle Augenstein, et al. ∙. 0. ∙. share. The past decade has seen a substantial rise in the amount of mis- and … WebJan 21, 2024 · Ensuring claim verification systems are assured, rational, and explainable is an essential step toward improving Human-AI trust and the accessibility of black-box systems. READ FULL TEXT VIEW PDF. Sai Gurrapu 3 publications . Lifu Huang ... This led to an increase in interest in automated fact-checking, ...
WebNov 7, 2024 · Explainable Automated Fact-Checking: A Survey. Neema Kotonya, Francesca Toni. A number of exciting advances have been made in automated fact-checking thanks … Webto fact-checking scientific claims (Grabitz et al., 2024). Fact-checking in domains where specific subject expertise is required presents an interesting challenge because general purpose fact-checking systems will not necessarily adapt well to these domains. The second shortcoming we look to address is the paucity of explainable models for ...
WebOct 19, 2024 · The results indicate that, by training on in-domain data, gains can be made in explainable, automated fact-checking for claims which require specific expertise. Fact-checking is the task of verifying the veracity of claims by assessing their assertions against credible evidence. The vast majority of fact-checking studies focus exclusively on political …
WebWhile fairness and fact-checking tasks have been handled separately with ... an LLM can be an adaptive and explainable tool for detecting misinformation, stereotypes, and hate ... informing the community about the strengths and limitations of these explainable methods. [3] Towards Corpus-Scale Discovery of Selection Biases in ...
WebWith the substantial rise in the amount of mis- and disinformation online, fact checking has become an important task to automate. This article is a summary of a habilitation (doctor … inland operations trainingWebWith the substantial rise in the amount of mis- and disinformation online, fact checking has become an important task to automate. This article is a summary of a habilitation (doctor scientiarum) thesis submitted to the University of Copenhagen, which was sucessfully defended in December 2024 (Augenstein in Towards Explainable Fact Checking. Dr. mob wives full episodes dailymotionWebThe following article “Towards Explainable Fact Check - ing” is a summary of a habilitation (doctor scientiarum) thesis submitted by Isabelle Augenstein to the University of Copenhagen. The dissertation addresses several funda-mental research gaps within automatic fact checking. The contributions are organised along three verticles: (1) the inland operator