Binkowski, Jakub

1. Hallucination Detection in LLMs Using Spectral Features of Attention Maps
   2025/02/24 by Jakub Binkowski, Binkowski, Jakub, Denis Janiak +7 · 9 citations
   Computer Science · Neuroscience · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
   2025/03/21 by Sawczyn, Albert, Binkowski, Jakub, Janiak, Denis +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
   2025/08/01 by Janiak, Denis, Binkowski, Jakub, Sawczyn, Albert +3 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)