3 papers
cs.LG2025
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets
Ata Yalcin, Asli Umay Ozturk, Yigit Sever +4
Fairness has been identified as an important aspect of Machine Learning and Artificial Intelligence solutions for decision making. Recent literature offers a variety of approaches…
cs.CL2024
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs
Asli Umay Ozturk, Recep Firat Cekinel, Pinar Karagoz
Satire detection is essential for accurately extracting opinions from textual data and combating misinformation online. However, the lack of diverse corpora for satire leads to the…
cs.CL2024
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies
Recep Firat Cekinel, Pinar Karagoz, Cagri Coltekin
This study evaluates the effectiveness of Vision Language Models (VLMs) in representing and utilizing multimodal content for fact-checking. To be more specific, we investigate whet…