metadata

license: apache-2.0
tags:
  - information-verification
  - fact-checking
  - fake-news-detection
pretty_name: >-
  Reliability Estimation of News Media Sources: Birds of a Feather Flock
  Together
size_categories:
  - 1K<n<10K

Reliability Estimation of News Media Sources: "Birds of a Feather Flock Together"

Dataset introduced in the paper "Reliability Estimation of News Media Sources: Birds of a Feather Flock Together" published in the NAACL 2024 main conference.

The dataset consists of a collections of 5.33K new media domains names with reliability labels. Additionally, for some domains, there is also a human-provided reliability score available. Columns of the dataset:

domain: domain name
reliability_label: the reliability label. Values:
1: generally reliable;
0: mixed;
-1: generally unreliable
newsguard_score: human-provided reliability score (only available for a small subset). Value: integer number between 0 and 100.

Citation

NAACL Paper: here.

@inproceedings{burdisso-etal-2024-reliability,
title = "Reliability Estimation of News Media Sources: Birds of a Feather Flock Together",
author = "Burdisso, Sergio and
Sanchez-cortes, Dairazalia and
Villatoro-tello, Esa{\'u} and
Motlicek, Petr",
editor = "Duh, Kevin and
Gomez, Helena and
Bethard, Steven",
booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
month = jun,
year = "2024",
address = "Mexico City, Mexico",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.naacl-long.383",
doi = "10.18653/v1/2024.naacl-long.383",
pages = "6900--6918",
}

Datasets:

sergioburdisso
/

news_media_reliability

Reliability Estimation of News Media Sources: "Birds of a Feather Flock Together"

Citation

License