mlsanityData to 7 Oct 2026

The FIGNEWS Shared Task on News Media Narratives

arXiv 2407.18147 ↗First posted 25 Jul 2024cs.CLcited by 7

Not on the map. Why?

Abstract (arXiv)

We present an overview of the FIGNEWS shared task, organized as part of the ArabicNLP 2024 conference co-located with ACL 2024. The shared task addresses bias and propaganda annotation in multilingual news posts. We focus on the early days of the Israel War on Gaza as a case study. The task aims to foster collaboration in developing annotation guidelines for subjective tasks by creating frameworks for analyzing diverse narratives highlighting potential bias and propaganda. In a spirit of fostering and encouraging diversity, we address the problem from a multilingual perspective, namely within five languages: English, French, Arabic, Hebrew, and Hindi. A total of 17 teams participated in two annotation subtasks: bias (16 teams) and propaganda (6 teams). The teams competed in four evaluation tracks: guidelines development, annotation quality, annotation quantity, and consistency. Collectively, the teams produced 129,800 data points. Key findings and implications for the field are discussed.

Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). Builds on 15 of its 68 references that are in the map. First posted on arXiv 25 Jul 2024.

Builds on

15 of 68 references.

References · 15

  1. 2023The science of fake newscited by 94
  2. 2020SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articlescited by 79
  3. 2020A Survey on Computational Propaganda Detectioncited by 69
  4. 2019In Plain Sight: Media Bias Through the Lens of Factual Reportingcited by 68
  5. 2020A Panoramic Survey of Natural Language Processing in the Arab Worldcited by 45
  6. 2020What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Contextcited by 42
  7. 2021Towards A Reliable Ground-Truth For Biased Language Detectioncited by 10
  8. 2023Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchycited by 6
  9. 2023Offensive Hebrew Corpus and Detection using BERTcited by 6
  10. 2024WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Taskcited by 6
  11. 2021TASSY -- A Text Annotation Survey Systemcited by 5
  12. 2023Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Studycited by 5
3 more
  1. 2024Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detectioncited by 5
  2. 2024Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propagandacited by 4
  3. 2023Target-Aware Contextual Political Bias Detection in Newscited by 1

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 2; 2026: 3.

7 papers.