Vashurin, Roman

1. LM-Polygraph: Uncertainty Estimation for Language Models
   2023/11/13 by Ekaterina Fadeeva, Fadeeva, Ekaterina, Roman Vashurin +21 · 19 citations
   Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
2. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
   2024/06/21 by Vashurin, Roman, Fadeeva, Ekaterina, Vazhentsev, Artem +12 · 22 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency
   2025/02/07 by Roman Vashurin, Vashurin, Roman, Maiya Goloburda +9 · 9 citations
   Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems
4. Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation
   2025/05/27 by Fadeeva, Ekaterina, Rubashevskii, Aleksandr, Vashurin, Roman +6 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences