Perturbation-Invariant Adversarial Training for Neural Ranking Models:
Improving the Effectiveness-Robustness Trade-Off

Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off

16 December 2023

Maarten de Rijke

Papers citing "Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off"

7 / 7 papers shown

Title
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 33 6 0 09 Jul 2024
Multi-granular Adversarial Attacks against Black-box Neural Ranking Models Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Yixing Fan Xueqi Cheng AAML 46 13 0 02 Apr 2024
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Ben He Zheng Ye Le Sun Yingfei Sun AAML 39 16 0 03 May 2023
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun XiaoFeng Wang Wei Lu Xiaozhong Liu AAML 43 40 0 14 Sep 2022
On the Convergence and Robustness of Adversarial Training Yisen Wang Xingjun Ma James Bailey Jinfeng Yi Bowen Zhou Quanquan Gu AAML 192 345 0 15 Dec 2021
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 223 437 0 25 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 290 0 03 Sep 2019