SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection

Elisei Rykov, Valerii Olisov, Maksim Savkin, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova. SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection. In Sara Rosenthal, Aiala Rosá, Debanjan Ghosh, Marcos Zampieri, editors, Proceedings of the 19th International Workshop on Semantic Evaluation, SemEval@ACL 2025, Vienna, Austria, July 31 - August 1, 2025. pages 1034-1045, Association for Computational Linguistics, 2025. [doi]

@inproceedings{RykovOSVTPKB25,
  title = {SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection},
  author = {Elisei Rykov and Valerii Olisov and Maksim Savkin and Artem Vazhentsev and Kseniia Titova and Alexander Panchenko and Vasily Konovalov and Julia Belikova},
  year = {2025},
  url = {https://aclanthology.org/2025.semeval-1.137/},
  researchr = {https://researchr.org/publication/RykovOSVTPKB25},
  cites = {0},
  citedby = {0},
  pages = {1034-1045},
  booktitle = {Proceedings of the 19th International Workshop on Semantic Evaluation, SemEval@ACL 2025, Vienna, Austria, July 31 - August 1, 2025},
  editor = {Sara Rosenthal and Aiala Rosá and Debanjan Ghosh and Marcos Zampieri},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-273-2},
}