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} }