2 papers
cs.CY2026
A Human-Centric Framework for Data Attribution in Large Language Models
Amelie Wührl, Mattes Ruckdeschel, Kyle Lo +1
In the current Large Language Model (LLM) ecosystem, creators have little agency over how their data is used, and LLM users may find themselves unknowingly plagiarizing existing so…
cs.CL2024
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian
Giovanni Puccetti, Anna Rogers, Chiara Alzetta +2
Large Language Models (LLMs) are increasingly used as "content farm" models (CFMs), to generate synthetic text that could pass for real news articles. This is already happening eve…