A Survey of Confidence Estimation and Calibration in Large Language Models NAACL

Jiahui Geng | Fengyu Cai | Yuxia Wang | Heinz Koeppl | Preslav Nakov | Iryna Gurevych |

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP

Mervat Abassy | Kareem Elozeiri | Alexander Aziz | Minh Ngoc Ta | Raj Vardhan Tomar | Bimarsha Adhikari | Saad El Dine Ahmed | Yuxia Wang | Osama Mohammed Afzal | Zhuohan Xie | Jonibek Mansurov | Ekaterina Artemova | Vladislav Mikhailov | Rui Xing | Jiahui Geng | Hasan Iqbal | Zain Muhammad Mujahid | Tarek Mahmoud | Akim Tsvigun | Alham Fikri Aji | Artem Shelmanov | Nizar Habash | Iryna Gurevych | Preslav Nakov |

OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs EMNLP

Hasan Iqbal | Yuxia Wang | Minghan Wang | Georgi Nenkov Georgiev | Jiahui Geng | Iryna Gurevych | Preslav Nakov |

Reference-free Hallucination Detection for Large Vision-Language Models F i n d i n g s - E M N L P

Qing Li | Jiahui Geng | Chenyang Lyu | Derui Zhu | Maxim Panov | Fakhri Karray |

Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers F i n d i n g s - E M N L P

Yuxia Wang | Revanth Gangi Reddy | Zain Muhammad Mujahid | Arnav Arora | Aleksandr Rubashevskii | Jiahui Geng | Osama Mohammed Afzal | Liangming Pan | Nadav Borenstein | Aditya Pillai | Isabelle Augenstein | Iryna Gurevych | Preslav Nakov |