All Stories

  1. Generative Retrieval for Book Search

    Article • July 2025, ACM (Association for Computing Machinery)

    Ruqing Zhang

  2. Robust Information Retrieval

    Article • March 2025, ACM (Association for Computing Machinery)

    Yu-An Liu, Ruqing Zhang

  3. CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval

    Article • ACM Transactions on Information Systems, January 2025, ACM (Association for Computing Machinery)

    Yinqiong Cai, Ruqing Zhang

  4. GaQR: An Efficient Generation-augmented Question Rewriter

    Article • October 2024, ACM (Association for Computing Machinery)

    Ruqing Zhang, Jun Yang

  5. Text Matching Indexers in Taobao Search

    Article • August 2024, ACM (Association for Computing Machinery)

    Sen Li, Ruqing Zhang

  6. Recent Advances in Generative Information Retrieval

    Article • July 2024, ACM (Association for Computing Machinery)

    Yubao Tang, Ruqing Zhang

  7. Robust Information Retrieval

    Article • July 2024, ACM (Association for Computing Machinery)

    Yu-An Liu, Ruqing Zhang

  8. Gen-IR @ SIGIR 2024: The Second Workshop on Generative Information Retrieval

    Article • July 2024, ACM (Association for Computing Machinery)

    Ruqing Zhang

  9. Multi-granular Adversarial Attacks against Black-box Neural Ranking Models

    Article • July 2024, ACM (Association for Computing Machinery)

    Yu-An Liu, Ruqing Zhang

  10. Are Large Language Models Good at Utility Judgments?

    Article • July 2024, ACM (Association for Computing Machinery)

    Ruqing Zhang

  11. Recent Advances in Generative Information Retrieval

    Article • May 2024, ACM (Association for Computing Machinery)

    Yubao Tang, Ruqing Zhang

  12. This is the first listwise optimization work for generative retrieval.

    Article • ACM Transactions on Information Systems, March 2024, ACM (Association for Computing Machinery)

    Ruqing Zhang, Yubao Tang

  13. Report on the 1st Workshop on Generative Information Retrieval (Gen-IR 2023) at SIGIR 2023

    Article • ACM SIGIR Forum, December 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang, Philipp Hager

  14. Recent Advances in Generative Information Retrieval

    Article • November 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang

  15. Continual Learning for Generative Retrieval over Dynamic Corpora

    Article • October 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang, Jiangui Chen

  16. Inducing Causal Structure for Abstractive Text Summarization

    Article • October 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang

  17. Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method

    Article • October 2023, ACM (Association for Computing Machinery)

    Yu-An Liu, Ruqing Zhang

  18. Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models

    Article • July 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang, Yu-An Liu

  19. A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning

    Article • July 2023, ACM (Association for Computing Machinery)

    Jiangui Chen, Ruqing Zhang

  20. Gen-IR@SIGIR 2023: The First Workshop on Generative Information Retrieval

    Article • July 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang

  21. PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models

    Article • ACM Transactions on Information Systems, April 2023, ACM (Association for Computing Machinery)

    Ruqing Zhang

  22. Are Neural Ranking Models Robust?

    Article • ACM Transactions on Information Systems, December 2022, ACM (Association for Computing Machinery)

    Ruqing Zhang

  23. Semantic Models for the First-Stage Retrieval: A Comprehensive Review

    Article • ACM Transactions on Information Systems, October 2022, ACM (Association for Computing Machinery)

    Ruqing Zhang

  24. A Contrastive Pre-training Approach to Discriminative Autoencoder for Dense Retrieval

    Article • October 2022, ACM (Association for Computing Machinery)

    Ruqing Zhang

  25. GERE: Generative Evidence Retrieval for Fact Verification

    Article • July 2022, ACM (Association for Computing Machinery)

    Jiangui Chen, Ruqing Zhang

  26. Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction

    Article • July 2022, ACM (Association for Computing Machinery)

    Ruqing Zhang

  27. FedMatch

    Article • October 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang, Jiangui Chen

  28. A Review on Question Generation from Natural Language Text

    Article • ACM Transactions on Information Systems, September 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang

  29. B-PROP

    Article • July 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang

  30. A Discriminative Semantic Ranker for Question Retrieval

    Article • July 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang

  31. A Linguistic Study on Relevance Modeling in Information Retrieval

    Article • April 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang

  32. PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval

    Article • March 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang

  33. Beyond Relevance: Trustworthy Answer Selection via Consensus Verification

    Article • March 2021, ACM (Association for Computing Machinery)

    Ruqing Zhang, Jiangui Chen

  34. Query Understanding via Intent Description Generation

    Article • October 2020, ACM (Association for Computing Machinery)

    Ruqing Zhang

  35. Continual Domain Adaptation for Machine Reading Comprehension

    Article • October 2020, ACM (Association for Computing Machinery)

    Ruqing Zhang

  36. Dual-factor Generation Model for Conversation

    Article • ACM Transactions on Information Systems, July 2020, ACM (Association for Computing Machinery)

    Ruqing Zhang

  37. Match²

    Article • July 2020, ACM (Association for Computing Machinery)

    Ruqing Zhang

  38. Outline Generation

    Article • July 2019, ACM (Association for Computing Machinery)

    Ruqing Zhang