@article{reviewguardenhancingdeficientpeerreviewd, title = {ReviewGuard: Enhancing Deficient Peer Review Detection via LLM-Driven Data Augmentation}, author = {Haoxuan Zhang and Ruochi Li and Sarthak Shrestha and Shree Harshini Mamidala and Revanth Putta and Arka Krishan Aggarwal and Ting Xiao and Junhua Ding and Haihua Chen}, year = {2025}, eprint = {2510.16549}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.16549}, }