Navigating News Narratives: A Media Bias Analysis Dataset
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Abstract (arXiv)
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.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 5 of its 20 references that are in the map. First posted on arXiv 30 Nov 2023.
Builds on
5 of 20 references.
References · 5
- 2019Social Bias Frames: Reasoning about Social and Power Implications of Languagecited by 380
- 2022Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Expertscited by 56
- 2020News Recommender System: A review of recent progress, challenges, and opportunitiescited by 24
- 2023FreeAL: Towards Human-Free Active Learning in the Era of Large Language Modelscited by 14
- 2023Fairness in Machine Learning meets with Equity in Healthcarecited by 5
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Citing papers per year: 2025: 1.
1 paper.
- 2025Implicit Bias in LLMs: A Surveycited by 8
- 2025Implicit Bias in LLMs: A Survey4 Mar 2025