5 papers
Granuscore: A Reference-Free Measure of Granularity for Text Analysis and Question Answering
Lukas Ellinger, Alexander Fichtl, Miriam Anschütz +1
Natural language conveys information at varying levels of granularity, from fine-grained references to broad descriptions. While granularity is fundamental to human communication,…
Beyond Hate: Differentiating Uncivil and Intolerant Speech in Multimodal Content Moderation
Nils A. Herrmann, Tobias Eder, Jingyi He +1
Current multimodal toxicity benchmarks typically use a single binary hatefulness label. This coarse approach conflates two fundamentally different characteristics of expression: to…
Crafting Tomorrow's Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian
Cem Üyük, Danica Rovó, Shaghayegh Kolli +3
In the era dominated by information overload and its facilitation with Large Language Models (LLMs), the prevalence of misinformation poses a significant threat to public discourse…
Toxicity Classification in Ukrainian
Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov +1
The task of toxicity detection is still a relevant task, especially in the context of safe and fair LMs development. Nevertheless, labeled binary toxicity classification corpora ar…
Cross-lingual Text Classification Transfer: The Case of Ukrainian
Daryna Dementieva, Valeriia Khylenko, Georg Groh
Despite the extensive amount of labeled datasets in the NLP text classification field, the persistent imbalance in data availability across various languages remains evident. To su…