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Stylometric detection of ai-generated text in twitter timelines
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 …
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
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 …
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 …
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
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 …
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
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 …
the baseline classification and its evaluation. With the escalating use of the Internet …
Detecting the corruption of online questionnaires by artificial intelligence
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 …
commonplace, due to their ease of use and low costs. Artificial intelligence (AI)-based large …
[HTML][HTML] Stylometry and forensic science: A literature review
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 …
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 …
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) …
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 …
generation, language translation, and human-like question-answering. While these …