Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews

Sai Suresh Macharla Vasu, Ivaxi Sheth, Hui-Po Wang, Ruta Binkyte, Mario Fritz. Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 307-330, Association for Computational Linguistics, 2026. [doi]

@inproceedings{VasuSWBF26,
  title = {Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews},
  author = {Sai Suresh Macharla Vasu and Ivaxi Sheth and Hui-Po Wang and Ruta Binkyte and Mario Fritz},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-acl.14/},
  researchr = {https://researchr.org/publication/VasuSWBF26},
  cites = {0},
  citedby = {0},
  pages = {307-330},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026},
  editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-395-1},
}