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Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems

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Publication Details

• Authors: Cao, H.
• Venue: WSDM 2025
• Year: 2025
• Link: ACM Digital Library

Abstract

[The official abstract for this WSDM 2025 publication is not publicly available at this time.]

Key Contributions

• Systematic analysis of writing style impact on IR system performance
• Identification of bias patterns related to stylistic features
• Framework for evaluating fairness in retrieval systems
• Recommendations for mitigating style-based biases

Citation

@inproceedings{Cao2025WSDM,
  author    = {Hongliu Cao},
  title     = {Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems},
  booktitle = {Proceedings of the 17th ACM International Conference on Web Search and Data Mining (WSDM 2025)},
  year      = {2025},
  publisher = {ACM},
  doi       = {10.1145/3701551.3703514}
}

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