BERT Rankers are Brittle: A Study using Adversarial Document Perturbations.
Yumeng Wang|Lijun Lyu|Avishek Anand
| Anthology ID: | DBLP:conf/ictir/WangLA22 |
|---|---|
| Volume: | ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022 |
| Year: | 2022 |
| Venue: | International Conference on the Theory of Information Retrieval (ICTIR) |
| Publisher: | ACM |
| Pages: | 115-120 |
| URL: | https://doi.org/10.1145/3539813.3545122 |
| DOI: | https://doi.org/10.1145/3539813.3545122 |
| DBLP: | conf/ictir/WangLA22 |
| BibTeX: |
@inproceedings{wang-2022-bert,
author = {Yumeng Wang and
Lijun Lyu and
Avishek Anand},
editor = {Fabio Crestani and
Gabriella Pasi and
\'{E}ric Gaussier},
title = {{BERT Rankers are Brittle: A Study using Adversarial Document Perturbations}},
booktitle = {{ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11 - 12, 2022}},
pages = {115--120},
publisher = {ACM},
year = {2022},
url = {https://doi.org/10.1145/3539813.3545122},
doi = {https://doi.org/10.1145/3539813.3545122}
}