BERT Rankers are Brittle: A Study using Adversarial Document Perturbations

Yumeng Wang, Lijun Lyu, Avishek Anand. BERT Rankers are Brittle: A Study using Adversarial Document Perturbations. In Fabio Crestani, Gabriella Pasi, Éric Gaussier, editors, ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022. pages 115-120, ACM, 2022. [doi]

Abstract

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