Survey on factuality in large language models: Knowledge, retrieval and domain-specificity C Wang, X Liu, Y Yue, X Tang, T Zhang, C Jiayang, Y Yao, W Gao, X Hu, ... arXiv preprint arXiv:2310.07521, 2023 | 186 | 2023 |
K2: A foundation language model for geoscience knowledge understanding and utilization C Deng, T Zhang, Z He, Q Chen, Y Shi, Y Xu, L Fu, W Zhang, X Wang, ... Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | 86 | 2024 |
Enhancing uncertainty-based hallucination detection with stronger focus T Zhang, L Qiu, Q Guo, C Deng, Y Zhang, Z Zhang, C Zhou, X Wang, L Fu arXiv preprint arXiv:2311.13230, 2023 | 37 | 2023 |
Geogalactica: A scientific large language model in geoscience Z Lin, C Deng, L Zhou, T Zhang, Y Xu, Y Xu, Z He, Y Shi, B Dai, Y Song, ... arXiv preprint arXiv:2401.00434, 2023 | 32 | 2023 |
Software defect prediction and localization with attention-based models and ensemble learning T Zhang, Q Du, J Xu, J Li, X Li 2020 27th Asia-Pacific Software Engineering Conference (APSEC), 81-90, 2020 | 26 | 2020 |
Ragchecker: A fine-grained framework for diagnosing retrieval-augmented generation D Ru, L Qiu, X Hu, T Zhang, P Shi, S Chang, C Jiayang, C Wang, S Sun, ... Advances in Neural Information Processing Systems 37, 21999-22027, 2025 | 10 | 2025 |
Survey on factuality in large language models: knowledge, retrieval and domain-specificity (2023) C Wang, X Liu, Y Yue, X Tang, T Zhang, C Jiayang, Y Yao, W Gao, X Hu, ... Cited on, 1, 0 | 5 | |
Sh2: Self-highlighted hesitation helps you decode more truthfully J Kai, T Zhang, H Hu, Z Lin arXiv preprint arXiv:2401.05930, 2024 | 4 | 2024 |
Geoscience knowledge understanding and utilization via data-centric large language model C Deng, L Zhou, Y Xu, T Zhang, Z Lin, X Wang, C Zhou EGU24, 2024 | 2 | 2024 |
RefChecker: Reference-based fine-grained hallucination checker and benchmark for large language models X Hu, D Ru, L Qiu, Q Guo, T Zhang, Y Xu, Y Luo, P Liu, Y Zhang, Z Zhang arXiv preprint arXiv:2405.14486, 2024 | 1 | 2024 |
RepEval: Effective Text Evaluation with LLM Representation S Sheng, Y Xu, T Zhang, Z Shen, L Fu, J Ding, L Zhou, X Gan, X Wang, ... arXiv preprint arXiv:2404.19563, 2024 | 1 | 2024 |
Knowledge-Centric Hallucination Detection X Hu, D Ru, L Qiu, Q Guo, T Zhang, Y Xu, Y Luo, P Liu, Y Zhang, Z Zhang Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | | 2024 |
ECON: On the Detection and Resolution of Evidence Conflicts C Jiayang, C Chan, Q Zhuang, L Qiu, T Zhang, T Liu, Y Song, Y Zhang, ... arXiv preprint arXiv:2410.04068, 2024 | | 2024 |