CLNov 30, 2023

Navigating News Narratives: A Media Bias Analysis Dataset

arXiv:2312.00168v21 citationsh-index: 9Has Code
Originality Synthesis-oriented
AI Analysis

It provides a dataset for researchers in media studies and AI to address media bias, but it is incremental as it focuses on data collection rather than new methods.

This paper tackles the challenge of biased news narratives by introducing the 'Navigating News Narratives: A Media Bias Analysis Dataset', a comprehensive dataset designed for detecting and analyzing media bias across topics like politics and health.

The proliferation of biased news narratives across various media platforms has become a prominent challenge, influencing public opinion on critical topics like politics, health, and climate change. This paper introduces the "Navigating News Narratives: A Media Bias Analysis Dataset", a comprehensive dataset to address the urgent need for tools to detect and analyze media bias. This dataset encompasses a broad spectrum of biases, making it a unique and valuable asset in the field of media studies and artificial intelligence. The dataset is available at https://huggingface.co/datasets/newsmediabias/news-bias-full-data.

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