@article{automaticreviewersfailtodetectfaultyreas, title = {Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework}, author = {Nils Dycke and Iryna Gurevych}, year = {2025}, eprint = {2508.21422}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.21422}, }