Striking the balance in using LLMs for fact-checking: A narrative literature review

L Dierickx, A Van Dalen, AL Opdahl… - … on Disinformation in Open …, 2024 - Springer
The launch of ChatGPT at the end of November 2022 triggered a general reflection on its
benefits for supporting fact-checking workflows and practices. Between the excitement of the …

Transparency and fact-checking in open societies

L Dierickx, CG Lindén - Journalism, 2024 - journals.sagepub.com
Transparency is more than a motto for professional fact-checkers; it is a professional
requirement that permeates their daily practice. Although transparency has been theorised …

XAI in Automated Fact-Checking? The Benefits Are Modest and There's No One-Explanation-Fits-All

G Lim, ST Perrault - Proceedings of the 35th Australian Computer …, 2023 - dl.acm.org
The massive volume of online information along with the issue of misinformation has
spurred active research in the automation of fact-checking. Like fact-checking by human …

Striking the Balance in Using LLMs for Fact-Checking: A Narrative Literature

L Dierickx - Disinformation in Open Online Media: 6th …, 2024 - books.google.com
The launch of ChatGPT at the end of November 2022 triggered a general reflection on its
benefits for supporting fact-checking workflows and practices. Between the excitement of the …

Fine-Tuning Languages: Epistemological Foundations for Ethical AI in Journalism

L Dierickx, CG Lindén - 2023 10th IEEE Swiss Conference on …, 2023 - ieeexplore.ieee.org
The development of AI-based solutions in newsrooms aims to automate specific tasks or
help journalists understand complex data to improve reporting and news dissemination. The …

[PDF][PDF] Evaluating Feature Attribution Methods: an Usecase on a Neural Fact-checking Model

A Simons - 2023 - repository.tudelft.nl
In today's society, claims are everywhere, in the online and offline world. Fact-checking
models can check these claims and predict if a claim is true or false, but how can these …

How do different explanation presentation strategies of feature and data attribution techniques affect non-expert understanding?

S Singh - 2023 - repository.tudelft.nl
The goal of this paper is to examine how different presentation strategies of Explanainable
Artificial Intelligence (XAI) explanation methods for textual data affect non-expert …