On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective

22 June 2023

Papers citing "On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective"

7 / 7 papers shown

Title
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Z. Z. Ren Xin Xin Jiyuan Yang M. Zhang Z. Chen Maarten de Rijke Pengjie Ren RALM 36 0 0 14 Apr 2025
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
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 67 46 0 23 Apr 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
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off Yuansan Liu Ruqing Zhang Mingkun Zhang Wei-Neng Chen Maarten de Rijke J. Guo Xueqi Cheng AAML 22 6 0 16 Dec 2023
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Wei-Neng Chen Yixing Fan Xueqi Cheng AAML 16 23 0 19 Aug 2023
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 966 0 17 Apr 2021