mlsanityData to 7 Oct 2026

NELA-GT-2019: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles

arXiv 2003.08444 ↗First posted 18 Mar 2020cs.CYcited by 12

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Abstract (arXiv)

In this paper, we present an updated version of the NELA-GT-2018 dataset (Norregaard, Horne, and Adali 2019), entitled NELA-GT-2019. NELA-GT-2019 contains 1.12M news articles from 260 sources collected between January 1st 2019 and December 31st 2019. Just as with NELA-GT-2018, these sources come from a wide range of mainstream news sources and alternative news sources. Included with the dataset are source-level ground truth labels from 7 different assessment sites covering multiple dimensions of veracity. The NELA-GT-2019 dataset can be found at: https://doi.org/10.7910/DVN/O7FWPO

Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 18 Mar 2020.

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Citing papers per year: 2021: 4; 2022: 3; 2023: 1; 2024: 3; 2025: 1.

12 papers.

  1. 2021Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlinescited by 32
  2. 2023Conflicts, Villains, Resolutions: Towards models of Narrative Media Framingcited by 14
  3. 2024Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checkingcited by 8
  4. 2024Reliability Estimation of News Media Sources: Birds of a Feather Flock Togethercited by 7
  5. 2021Hidden Biases in Unreliable News Detection Datasetscited by 5
  6. 2022Opinion Market Model: Stemming Far-Right Opinion Spread using Positive Interventionscited by 4
  7. 2024Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Modelscited by 3
  8. 2022The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claimscited by 2
  9. 2021ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Informationcited by 0
  10. 2021Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claimscited by 0
  11. 2022Development of Fake News Model using Machine Learning through Natural Language Processingcited by 0
  12. 2025The 2021 Tokyo Olympics Multilingual News Article Datasetcited by 0