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Zhang, Ruqing

  1. Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method
    2024/09/23 by Weichao Zhang, Ruqing Zhang, Zhang, Weichao +9 · 16 citations
    Computer Science · #Natural Language Processing Techniques
  2. PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models
    2022/04/04 by Wu Chen, Ruqing Zhang, Wu, Chen +9 · 6 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Machine Learning in Materials Science
  3. Query Understanding via Intent Description Generation
    2020/08/25 by Ruqing Zhang, Zhang, Ruqing, Jiafeng Guo +7 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
  4. Semantic-Enhanced Differentiable Search Index Inspired by Learning Strategies
    2023/05/24 by Tang, Yubao, Zhang, Ruqing, Guo, Jiafeng +5 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  5. Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method
    2023/08/19 by Yuan Liu, Ruqing Zhang, Liu, Yu-An +11 · 4 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Asian Geopolitics and Ethnography #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  6. Are Large Language Models Good at Utility Judgments?
    2024/03/28 by Zhang, Hengran, Zhang, Ruqing, Guo, Jiafeng +3 · 6 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  7. Visual Named Entity Linking: A New Dataset and A Baseline
    2022/11/09 by Sun, Wenxiang, Fan, Yixing, Guo, Jiafeng +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification
    2023/10/18 by Hengran Zhang, Zhang, Hengran, Ruqing Zhang +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  9. Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective
    2024/07/09 by Yu-An Liu, Ruqing Zhang, Liu, Yu-An +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
  10. Listwise Generative Retrieval Models via a Sequential Learning Process
    2024/03/19 by Tang, Yubao, Zhang, Ruqing, Guo, Jiafeng +3 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  11. A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration
    2022/05/05 by Jiang, Shaojie, Zhang, Ruqing, Vakulenko, Svitlana +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Continual Learning for Generative Retrieval over Dynamic Corpora
    2023/08/29 by Chen, Jiangui, Zhang, Ruqing, Guo, Jiafeng +4 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  13. Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models
    2023/04/28 by Liu, Yu-An, Zhang, Ruqing, Guo, Jiafeng +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  14. On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective
    2023/06/22 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Topic Modeling
  15. Pre-training Methods in Information Retrieval
    2021/11/27 by Yixing Fan, Xiaohui Xie, Fan, Yixing +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
  16. B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval
    2021/04/20 by Ma, Xinyu, Guo, Jiafeng, Zhang, Ruqing +3 · 1 citation
    #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR)
  17. Are Neural Ranking Models Robust?
    2021/08/11 by Wu Chen, Ruqing Zhang, Wu, Chen +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and ELM
  18. Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework
    2024/09/24 by Chen, Lu, Zhang, Ruqing, Guo, Jiafeng +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems
    2025/05/22 by Hongru Song, Yuan Liu, Song, Hongru +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  20. Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models
    2022/09/12 by Yinqiong Cai, Cai, Yinqiong, Jiafeng Guo +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  21. CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval
    2023/11/06 by Cai, Yinqiong, Fan, Yixing, Bi, Keping +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  22. Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models
    2024/12/25 by Yuan Liu, Ruqing Zhang, Liu, Yu-An +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  23. RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation
    2023/12/16 by Run-Ze Fan, Fan, Run-Ze, Yixing Fan +9 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  24. Robust Information Retrieval
    2024/06/13 by Liu, Yu-An, Zhang, Ruqing, Guo, Jiafeng +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  25. Applications of Explainable artificial intelligence in Earth system science
    2024/06/12 by Huang, Feini, Jiang, Shijie, Li, Lu +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Multi-granular Adversarial Attacks against Black-box Neural Ranking Models
    2024/04/02 by Liu, Yu-An, Zhang, Ruqing, Guo, Jiafeng +3 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  27. On the Capacity of Citation Generation by Large Language Models
    2024/10/15 by Yixing Fan, Qian, Haosheng, R. Zhang +4 · 1 citation
    Computer Science · #Topic Modeling #Semantic Web and Ontologies
  28. Generative Retrieval Meets Multi-Graded Relevance
    2024/09/27 by Tang, Yubao, Zhang, Ruqing, Guo, Jiafeng +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  29. VeriCite: Towards Reliable Citations in Retrieval-Augmented Generation via Rigorous Verification
    2025/10/13 by Qian, Haosheng, Fan, Yixing, Guo, Jiafeng +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  30. The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems
    2025/05/24 by Hongru Song, Song, Hongru, Yuan Liu +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  31. On the Robustness of Generative Information Retrieval Models
    2024/12/25 by Yuan Liu, Liu, Yu-An, Ruqing Zhang +9 · 1 citation
    Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  32. Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval
    2025/03/24 by Liu, Yu-An, Nachimovsky, Haya, Zhang, Ruqing +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)