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Einblick - Media bias detection
Predicting Factual Reporting and Political Bias of News Media Using Web Interactions
Analyzing the network of hyperlinks between news sources can effectively predict the factual reporting quality and political bias of those sources.
Evaluating ChatGPT's Capabilities in Detecting Media Bias Compared to Fine-Tuned Language Models
This study evaluates the performance of ChatGPT, a large language model, in detecting various types of media bias, including racial bias, gender bias, cognitive bias, text-level context bias, hate speech, and fake news, and compares it to the performance of fine-tuned models such as BART, ConvBERT, and GPT-2.
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