Overview of the clef–2022 checkthat! lab on fighting the covid-19 infodemic and fake news detection

P Nakov, A Barrón-Cedeño, G da San Martino… - … Conference of the Cross …, 2022 - Springer
We describe the fifth edition of the CheckThat! lab, part of the 2022 Conference and Labs of
the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …

Overview of the CLEF-2022 CheckThat! lab task 1 on identifying relevant claims in tweets

P Nakov, A Barrón-Cedeño… - 2022 Conference and …, 2022 - research.rug.nl
We present an overview of CheckThat! lab 2022 Task 1, part of the 2022 Conference and
Labs of the Evaluation Forum (CLEF). Task 1 asked to predict which posts in a Twitter …

The clef-2023 checkthat! lab: Checkworthiness, subjectivity, political bias, factuality, and authority

A Barrón-Cedeño, F Alam, T Caselli… - European conference on …, 2023 - Springer
The five editions of the CheckThat! lab so far have focused on the main tasks of the
information verification pipeline: check-worthiness, evidence retrieval and pairing, and …

Overview of the CLEF–2023 CheckThat! Lab on Checkworthiness, Subjectivity, Political Bias, Factuality, and Authority of News Articles and Their Source

A Barrón-Cedeño, F Alam, A Galassi… - … Conference of the Cross …, 2023 - Springer
We describe the sixth edition of the CheckThat! lab, part of the 2023 Conference and Labs of
the Evaluation Forum (CLEF). The five previous editions of CheckThat! focused on the main …

Towards reliable misinformation mitigation: Generalization, uncertainty, and gpt-4

K Pelrine, A Imouza, C Thibault, M Reksoprodjo… - arXiv preprint arXiv …, 2023 - arxiv.org
Misinformation poses a critical societal challenge, and current approaches have yet to
produce an effective solution. We propose focusing on generalization, uncertainty, and how …

Amused: an annotation framework of multimodal social media data

GK Shahi, TA Majchrzak - International Conference on Intelligent …, 2021 - Springer
Social media has become popular among users for social interaction and news sources.
Users spread misinformation in multiple data formats. However, systematic studying of social …

[HTML][HTML] The perils and promises of fact-checking with large language models

D Quelle, A Bovet - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
Automated fact-checking, using machine learning to verify claims, has grown vital as
misinformation spreads beyond human fact-checking capacity. Large Language Models …

Overview of the CLEF-2023 CheckThat! Lab: Task 2 on Subjectivity in News Articles

A Galassi, F Ruggeri, A Barrón-Cedeño… - 24th Working Notes of …, 2023 - research.rug.nl
We describe the outcome of the 2023 edition of the CheckThat! Lab at CLEF. We focus on
subjectivity (Task 2), which has been proposed for the first time. It aims at fostering the …

Improving multiclass classification of fake news using Bert-based models and CHATGPT-augmented data

E Shushkevich, M Alexandrov, J Cardiff - Inventions, 2023 - mdpi.com
Given the widespread accessibility of content creation and sharing, false information
proliferation is a growing concern. Researchers typically tackle fake news detection (FND) in …

[PDF][PDF] Awakened at CheckThat! 2022: Fake news detection using BiLSTM and sentence transformer

CO Truică, ES Apostol, A Paschke - CEUR Workshop Proc, 2022 - ceur-ws.org
In recent years, online social networks and online news venues have become some of the
main news and event-related information spreading mediums. Although using these …