@article{canaivalidatesciencebenchmarkingllmsfor, title = {Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning}, author = {Shashidhar Reddy Javaji and Yupeng Cao and Haohang Li and Yangyang Yu and Nikhil Muralidhar and Zining Zhu}, year = {2025}, eprint = {2506.08235}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08235v1}, }