Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph

Roman Vashurin | Ekaterina Fadeeva | Artem Vazhentsev | Lyudmila Rvanova | Daniil Vasilev | Akim Tsvigun | Sergey Petrakov | Rui Xing | Abdelrahman Sadallah | Kirill Grishchenkov | Alexander Panchenko | Timothy Baldwin | Preslav Nakov | Maxim Panov | Artem Shelmanov |

Paper Details:


Year: 2025
Location: Cambridge, MA
Venue: TACL |