# NELA-GT-2022: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles

arXiv: https://arxiv.org/abs/2203.05659 · HTML: https://mlsanity.com/paper/2203.05659/

## Key facts

- Cited by 6 papers in the map (data through 14 Oct 2026).
- Builds on 3 of its 12 references that are in the map.
- First posted on arXiv 10 Mar 2022.

## Builds on (most cited first, 3 of 3)

- [NELA-GT-2020: A Large Multi-Labelled News Dataset for The Study of Misinformation in News Articles](https://mlsanity.com/paper/2102.04567/) (2021)
- [Sampling the News Producers: A Large News and Feature Data Set for the Study of the Complex Media Landscape](https://mlsanity.com/paper/1803.10124/) (2018)
- [Media Cloud: Massive Open Source Collection of Global News on the Open Web](https://mlsanity.com/paper/2104.03702/) (2021)

## Built on by (most cited first, 6 of 6)

- [Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking](https://mlsanity.com/paper/2404.18971/) (2024)
- [FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections](https://mlsanity.com/paper/2403.09858/) (2024)
- [Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models](https://mlsanity.com/paper/2410.18122/) (2024)
- [FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections](https://mlsanity.com/paper/2312.03730/) (2023)
- [LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection](https://mlsanity.com/paper/2604.04815/) (2026)
- [Classification of worldwide news articles by perceived quality, 2018-2024](https://mlsanity.com/paper/2511.16416/) (2025)

## Abstract (arXiv)

In this paper, we present the fifth installment of the NELA-GT datasets, NELA-GT-2022. The dataset contains 1,778,361 articles from 361 outlets between January 1st, 2022 and December 31st, 2022. Just as in past releases of the dataset, NELA-GT-2022 includes outlet-level veracity labels from Media Bias/Fact Check and tweets embedded in collected news articles. The NELA-GT-2022 dataset can be found at: https://doi.org/10.7910/DVN/AMCV2H