Uncertainty Quantification for Large Language Models.

@inproceedings{panov-2026-uncertainty, author = {Maxim Panov and Artem Shelmanov and Roman Vashurin and Artem Vazhentsev and Ekaterina Fadeeva and Lyudmila Rvanova and Timothy Baldwin}, editor = {Ricardo Campos and Adam Jatowt and Yanyan Lan and Mohammad Aliannejadi and Christine Bauer and Sean MacAvaney and Avishek Anand and Zhaochun Ren and Suzan Verberne and Nan Bai and Masoud Mansoury}, title = {{Uncertainty Quantification for Large Language Models}}, booktitle = {{Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part IV}}, series = {Lecture Notes in Computer Science}, volume = {16486}, pages = {53--59}, publisher = {Springer}, year = {2026}, url = {https://doi.org/10.1007/978-3-032-21321-1_7}, doi = {https://doi.org/10.1007/978-3-032-21321-1_7} }