Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
From Confidence to Collapse in LLM Factual Robustness
Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci
Ensuring the robustness of factual knowledge in LLMs is critical for reliable applications in tasks such as question answering and reasoning. However, existing evaluation methods p…
cs.CL2024
Understanding Knowledge Drift in LLMs through Misinformation
Alina Fastowski, Gjergji Kasneci
Large Language Models (LLMs) have revolutionized numerous applications, making them an integral part of our digital ecosystem. However, their reliability becomes critical, especial…