91 citations
- L3S Research CenterDE40 papers
- Leibniz University HannoverDE34 papers
- University of BonnDE8 papers
- FIZ Karlsruhe – Leibniz Institute for Information InfrastructureDE3 papers
- Heidelberg UniversityDE3 papers
- Institut Mihajlo PupinRS3 papers
- Universidad Politécnica de MadridES3 papers
- University of BelgradeRS3 papers
- Fraunhofer Institute for Intelligent Analysis and Information SystemsDE2 papers
- Leibniz-Institut für WissensmedienDE2 papers
- National and Kapodistrian University of AthensGR2 papers
- Technische Universität BraunschweigDE2 papers
Showing 2025 · cs.CLShow all
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cs.CL2025★ 8 cited
Toward Purpose-oriented Topic Model Evaluation enabled by Large Language Models
Zhiyin Tan, Jennifer D'Souza
This study presents a framework for automated evaluation of dynamically evolving topic models using Large Language Models (LLMs). Topic modeling is essential for organizing and ret…
cs.CL2025
ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation
Riccardo Pozzi, Matteo Palmonari, Andrea Coletta +3
Knowledge gaps and hallucinations are persistent challenges for Large Language Models (LLMs), which generate unreliable responses when lacking the necessary information to fulfill…
cs.CL2025
Computational Fact-Checking of Online Discourse: Scoring scientific accuracy in climate change related news articles
Tim Wittenborg, Constantin Sebastian Tremel, Markus Stocker +1
Democratic societies need reliable information. Misinformation in popular media, such as news articles or videos, threatens to impair civic discourse. Citizens are, unfortunately,…