@inproceedings{ijcai2025p873, title = {Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models}, author = {Xiong, Guangzhi and Xie, Eric and Williams, Corey and Kim, Myles and Shariatmadari, Amir Hassan and Guo, Sikun and Bekiranov, Stefan and Zhang, Aidong}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {7849--7857}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/873}, url = {https://doi.org/10.24963/ijcai.2025/873}, }