Stylometric detection of ai-generated text in twitter timelines

T Kumarage, J Garland, A Bhattacharjee… - arxiv preprint arxiv …, 2023 - arxiv.org
Recent advancements in pre-trained language models have enabled convenient methods
for generating human-like text at a large scale. Though these generation capabilities hold …

Detection of fake news in a new corpus for the Spanish language

JP Posadas-Durán, H Gómez-Adorno… - Journal of Intelligent …, 2019 - content.iospress.com
We present a new resource to analyze and detect deceptive information that is present in a
huge amount of news websites. Specifically, we compiled a corpus of news in the Spanish …

A survey on stylometric text features

K Lagutina, N Lagutina, E Boychuk… - … 25th Conference of …, 2019 - ieeexplore.ieee.org
Ways of individual style expression in a natural language include amongst other things
stylometric features. These can be automatically detected with the use of computational …

Data augmentation using machine translation for fake news detection in the Urdu language

M Amjad, G Sidorov, A Zhila - Proceedings of the Twelfth …, 2020 - aclanthology.org
The task of fake news detection is to distinguish legitimate news articles that describe real
facts from those which convey deceiving and fictitious information. As the fake news …

“Bend the truth”: Benchmark dataset for fake news detection in Urdu language and its evaluation

M Amjad, G Sidorov, A Zhila… - Journal of Intelligent …, 2020 - content.iospress.com
The paper presents a new corpus for fake news detection in the Urdu language along with
the baseline classification and its evaluation. With the escalating use of the Internet …

Detecting the corruption of online questionnaires by artificial intelligence

B Lebrun, S Temtsin, A Vonasch… - Frontiers in Robotics and …, 2024 - frontiersin.org
Online questionnaires that use crowdsourcing platforms to recruit participants have become
commonplace, due to their ease of use and low costs. Artificial intelligence (AI)-based large …

[HTML][HTML] Stylometry and forensic science: A literature review

V Cammarota, S Bozza, CA Roten, F Taroni - Forensic Science International …, 2024 - Elsevier
The article focuses on a careful description of literature on stylometry and on its potential use
in forensic science. The state of the art of stylometry is summarized to illustrate the history …

[PDF][PDF] Team baker at PAN: enhancing writing style change detection with virtual softmax

B Wu, Y Han, K Yan, H Qi - Working Notes of CLEF, 2024 - ceur-ws.org
This paper introduces the application of Virtual Softmax for the PAN 2024 multi author
writing style analysis task. We found that tasks with the same topic are particularly …

[PDF][PDF] A literature survey on writing style change detection based on machine learning: State-of-the-art–review

VA Oloo, C Otieno, LA Wanzare - Int. J. Comput. Trends Technol., 2022 - researchgate.net
The goal of the Style Change Detection task is to detect the stylistic changes in a document
and exploit them to determine the number of authors. This study reviewed nineteen (19) …

[PDF][PDF] The iimasnlp team at iberautextification 2024: Integrating graph neural networks, multilingual llms, and stylometry for automatic text identification

A Valdez-Valenzuela, RL Zavala-Reyes… - IberLEF …, 2024 - ceur-ws.org
The emergence of large language models (LLMs) opens up many opportunities, such as text
generation, language translation, and human-like question-answering. While these …