Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

Overview of the authorship verification task at PAN 2022

E Stamatatos, M Kestemont, K Kredens… - CEUR workshop …, 2022 - research.aston.ac.uk
The authorship verification task at PAN 2022 follows the experimental setup of similar
shared tasks in the recent past. However, it focuses on a different, and very challenging …

[HTML][HTML] Psychographic traits identification based on political ideology: An author analysis study on spanish politicians' tweets posted in 2020

JA García-Díaz, R Colomo-Palacios… - Future Generation …, 2022 - Elsevier
In general, people are usually more reluctant to follow advice and directions from politicians
who do not have their ideology. In extreme cases, people can be heavily biased in favour of …

Overview of PAN 2022: Authorship verification, profiling irony and stereotype spreaders, and style change detection

J Bevendorff, B Chulvi, E Fersini, A Heini… - … Conference of the Cross …, 2022 - Springer
The paper gives a brief overview of three shared tasks which have been organized at the
PAN 2022 lab on digital text forensics and stylometry hosted at the CLEF 2022 conference …

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification …

AA Ayele, N Babakov, J Bevendorff, XB Casals… - … Conference of the Cross …, 2024 - Springer
The goal of the PAN lab is to advance the state of the art in text forensics and stylometry
through an objective evaluation of new and established methods on new benchmark …

Overview of the “voight-kampff” generative AI authorship verification task at PAN and ELOQUENT 2024

J Bevendorff, M Wiegmann, J Karlgren… - 25th Working Notes of …, 2024 - diva-portal.org
Abstract The “Voight-Kampff” Generative AI Authorship Verification task aims to determine
whether a text was generated by an AI or written by a human. As in its fictional inspiration, 1 …

Overview of pan 2023: Authorship verification, multi-author writing style analysis, profiling cryptocurrency influencers, and trigger detection: Condensed lab overview

J Bevendorff, I Borrego-Obrador, M Chinea-Ríos… - … Conference of the Cross …, 2023 - Springer
The paper gives a brief overview of three shared tasks which have been organized at the
PAN 2023 lab on digital text forensics and stylometry hosted at the CLEF 2023 conference …

Tvshowguess: Character comprehension in stories as speaker guessing

Y Sang, X Mou, M Yu, S Yao, J Li, J Stanton - arXiv preprint arXiv …, 2022 - arxiv.org
We propose a new task for assessing machines' skills of understanding fictional characters
in narrative stories. The task, TVShowGuess, builds on the scripts of TV series and takes the …

Learning universal authorship representations

RA Rivera-Soto, OE Miano, J Ordonez… - Proceedings of the …, 2021 - aclanthology.org
Determining whether two documents were composed by the same author, also known as
authorship verification, has traditionally been tackled using statistical methods. Recently …

Can Authorship Representation Learning Capture Stylistic Features?

A Wang, C Aggazzotti, R Kotula, RR Soto… - Transactions of the …, 2023 - direct.mit.edu
Automatically disentangling an author's style from the content of their writing is a
longstanding and possibly insurmountable problem in computational linguistics. At the same …