Automated fact‐checking: A survey

X Zeng, AS Abumansour… - Language and Linguistics …, 2021 - Wiley Online Library
As online false information continues to grow, automated fact‐checking has gained an
increasing amount of attention in recent years. Researchers in the field of Natural Language …

Factscore: Fine-grained atomic evaluation of factual precision in long form text generation

S Min, K Krishna, X Lyu, M Lewis, W Yih… - arXiv preprint arXiv …, 2023 - arxiv.org
Evaluating the factuality of long-form text generated by large language models (LMs) is non-
trivial because (1) generations often contain a mixture of supported and unsupported pieces …

Fighting post-truth using natural language processing: A review and open challenges

E Saquete, D Tomás, P Moreda… - Expert systems with …, 2020 - Elsevier
Post-truth is a term that describes a distorting phenomenon that aims to manipulate public
opinion and behavior. One of its key engines is the spread of Fake News. Nowadays most …

Automated fact-checking for assisting human fact-checkers

P Nakov, D Corney, M Hasanain, F Alam… - arXiv preprint arXiv …, 2021 - arxiv.org
The reporting and the analysis of current events around the globe has expanded from
professional, editor-lead journalism all the way to citizen journalism. Nowadays, politicians …

SemEval-2020 task 11: Detection of propaganda techniques in news articles

G Martino, A Barrón-Cedeno, H Wachsmuth… - arXiv preprint arXiv …, 2020 - arxiv.org
We present the results and the main findings of SemEval-2020 Task 11 on Detection of
Propaganda Techniques in News Articles. The task featured two subtasks. Subtask SI is …

Predicting factuality of reporting and bias of news media sources

R Baly, G Karadzhov, D Alexandrov, J Glass… - arXiv preprint arXiv …, 2018 - arxiv.org
We present a study on predicting the factuality of reporting and bias of news media. While
previous work has focused on studying the veracity of claims or documents, here we are …

A survey on stance detection for mis-and disinformation identification

M Hardalov, A Arora, P Nakov, I Augenstein - arXiv preprint arXiv …, 2021 - arxiv.org
Understanding attitudes expressed in texts, also known as stance detection, plays an
important role in systems for detecting false information online, be it misinformation …

Overview of the CLEF–2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news

P Nakov, G Da San Martino, T Elsayed… - Experimental IR Meets …, 2021 - Springer
We describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs
of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …

Fighting the COVID-19 infodemic: Modeling the perspective of journalists, fact-checkers, social media platforms, policy makers, and the society

F Alam, S Shaar, F Dalvi, H Sajjad, A Nikolov… - arXiv preprint arXiv …, 2020 - arxiv.org
With the emergence of the COVID-19 pandemic, the political and the medical aspects of
disinformation merged as the problem got elevated to a whole new level to become the first …

The CLEF-2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news

P Nakov, G Da San Martino, T Elsayed… - Advances in Information …, 2021 - Springer
We describe the fourth edition of the CheckThat! Lab, part of the 2021 Cross-Language
Evaluation Forum (CLEF). The lab evaluates technology supporting various tasks related to …