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SIGIR 2025: all accepted papers

540 papers · page 2 of 6 · the most cited first · ← SIGIR 2025

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  1. Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation ↗Yuchuan Zhao, Tong Chen, Junliang Yu et al.6 citations
  2. Does UMBRELA work on other LLMs? ↗Naghmeh Farzi, Laura Dietz6 citations
  3. FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval ↗Chen Xu, Zhirui Deng, Clara Rus et al.6 citations
  4. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation ↗Jinpeng Chen, Jianxiang He, Huan Li et al.6 citations
  5. IVCR-200K: A Large-Scale Multi-turn Dialogue Benchmark for Interactive Video Corpus Retrieval ↗Ning Han, Zeng YaWen, Shaohua Long et al.6 citations
  6. KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking ↗Juyeon Kim, Geon Lee, Taeuk Kim et al.6 citations
  7. LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization ↗Xiaoshan Yu, Shangshang Yang, Ziwen Wang et al.6 citations
  8. Large Language Models Enhanced Hyperbolic Space Recommender Systems ↗Wentao Cheng, Zhida Qin, Zexue Wu et al.6 citations
  9. Large Scale Deployment of BERT Based Cross Encoder Model for Re-Ranking in Walmart Search Engine ↗Ajit Puthenputhussery, Changsung Kang, Alessandro Magnani et al.6 citations
  10. Long Context vs. RAG: Strategies for Processing Long Documents in LLMs ↗Xinze Li, Yushi Bai, Bowen Jin et al.6 citations
  11. Mitigating Distribution Shifts in Sequential Recommendation: An Invariance Perspective ↗Yanran Liao, Yonghui Yang, Min Hou et al.6 citations
  12. PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization ↗Yang Jiao, Xiaodong Wang, Kai Yang6 citations
  13. Query Smarter, Trust Better? Exploring Search Behaviours for Verifying News Accuracy ↗David Elsweiler, Samy Ateia, Markus Bink et al.6 citations
  14. RankingSHAP - Faithful Listwise Feature Attribution Explanations for Ranking Models ↗Maria Heuss, Maarten de Rijke, Avishek Anand6 citations
  15. ReNeuIR at SIGIR 2025: The Fourth Workshop on Reaching Efficiency in Neural Information Retrieval ↗Sebastian Bruch, Maik Fröbe, Tim Hagen et al.6 citations
  16. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation ↗Yongqi Li, Hongru Cai, Wenjie Wang et al.6 citations
  17. SEALR: Sequential Emotion-Aware LLM-Based Personalized Recommendation System ↗Namjun Lee, Jaekwang Kim6 citations
  18. Second SIGIR Workshop on Simulations for Information Access (Sim4IA 2025) ↗Philipp Schaer, Christin Katharina Kreutz, Krisztian Balog et al.6 citations
  19. Towards Brain Passage Retrieval: An Investigation of EEG Query Representations ↗Niall McGuire, Yashar Moshfeghi6 citations
  20. You Are What You Bought: Generating Customer Personas for E-commerce Applications ↗Yimin Shi, Yang Fei, Shiqi Zhang et al.6 citations
  21. A Worrying Reproducibility Study of Intent-Aware Recommendation Models ↗Faisal Shehzad, Maurizio Ferrari Dacrema, Dietmar Jannach5 citations
  22. Artifact Sharing for Information Retrieval Research ↗Sean MacAvaney5 citations
  23. Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities ↗Yashar Moshfeghi, Niall McGuire5 citations
  24. CIRAG: Retrieval-Augmented Language Model with Collective Intelligence ↗Chenxu Cui, Haihui Fan, Jinchao Zhang et al.5 citations
  25. CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models ↗Junze Chen, Xinjie Yang, Cheng Hong Yang et al.5 citations
  26. Conversational Argument Search Under Selective Exposure: Strategies for Balanced Perspective Access ↗Kyusik Kim, Jeongwoo Ryu, Dongseok Heo et al.5 citations
  27. Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding ↗Yunjia Xi, Hangyu Wang, Bo Chen et al.5 citations
  28. Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking ↗Kevin Roitero, Dustin Wright, Michael Soprano et al.5 citations
  29. FACTors: A New Dataset for Studying the Fact-checking Ecosystem ↗Enes Altuncu, Can Başķent, Sanjay Bhattacherjee et al.5 citations
  30. GEAR: Generalized Alternating Regressor for Multi-Behavior Sequential Recommendation ↗Junzhe Jiang, Kai Zhang, Junfeng Kang et al.5 citations
  31. Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model ↗Yu Xia, Rui Fang Zhong, Hao Gu et al.5 citations
  32. IGP: Efficient Multi-Vector Retrieval via Proximity Graph Index ↗Zheng Bian, Man Lung Yiu, Bo Tang5 citations
  33. InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning ↗Zixu Wang, Bingbing Xu, Yige Yuan et al.5 citations
  34. Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation ↗Pengyang Zhou, Chaochao Chen, Weiming Liu et al.5 citations
  35. Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model ↗Luankang Zhang, Kenan Song, Yi Quan Lee et al.5 citations
  36. LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries ↗Kenya Abe, Kunihiro Takeoka, Makoto P. Kato et al.5 citations
  37. Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation ↗David Otero, Javier Parapar, Álvaro Barreiro5 citations
  38. MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender ↗Bohao Wang, Feng Liu, Jiawei Chen et al.5 citations
  39. NR4DER: Neural Re-ranking for Diversified Exercise Recommendation ↗Xinghe Cheng, Xufang Zhou, Liangda Fang et al.5 citations
  40. Predicting RAG Performance for Text Completion ↗Oz Huly, David Carmel, Oren Kurland5 citations
  41. Question-Answering Dense Video Events ↗Hangyu Qin, Junbin Xiao, Angela Yao5 citations
  42. ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process RewardingZhongxiang Sun, Qipeng Wang, Weijie Yu et al.5 citations · our summary
  43. Reproducing NevIR: Negation in Neural Information Retrieval ↗Coen van den Elsen, Francien Barkhof, Thijmen Nijdam et al.5 citations
  44. Rethinking Pseudo Word Learning in Zero-Shot Composed Image Retrieval: From an Object-Aware Perspective ↗Zhe Li, Lei Zhang, Kun Zhang et al.5 citations
  45. Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality ↗Xueguang Ma, Luyu Gao, Shengyao Zhuang et al.5 citations
  46. Unbiased Collaborative Filtering with Fair Sampling ↗Jiahao Liu, Dongsheng Li, Hansu Gu et al.5 citations
  47. Unified Category and Style Generalization for Instance-Level Sketch Retrieval ↗Zechao Hu, Zhengwei Yang, Hao Li et al.5 citations
  48. Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation ↗Yuhao Wang, Ruiyang Ren, Yucheng Wang et al.5 citations
  49. A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao ↗Yue Meng, Cheng Guo, Yi Cao et al.4 citations
  50. Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search ↗Yedan Shen, Kaixin Wu, Yuechen Ding et al.4 citations
  51. Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion ↗Jakub Podolak, Leon Perić, Mina Janićijević et al.4 citations
  52. Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing ↗Mingrui Lao, Zheng Li, Yanming Guo et al.4 citations
  53. Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets ↗Mandeep Rathee, V Venktesh, Sean MacAvaney et al.4 citations
  54. Bridging Short Videos and Streamers with Multi-Graph Contrastive Learning for Live Streaming Recommendation ↗Changle Qu, Liqin Zhao, Yanan Niu et al.4 citations
  55. Collaboration and Controversy Among Experts: Rumor Early Detection by Tuning a Comment Generator ↗Bing Wang, Bingrui Zhao, Ximing Li et al.4 citations
  56. Combining Evidence and Reasoning for Biomedical Fact-Checking ↗Mariano Barone, Antonio Romano, Giuseppe Riccio et al.4 citations
  57. Comprehensive List Generation for Multi-Generator Reranking ↗Hailan Yang, Zhenyu Qi, Shuchang Liu et al.4 citations
  58. DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction ↗Kefan Wang, Hao Wang, Wei Guo et al.4 citations
  59. Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks ↗Shengyao Zhuang, Ekaterina Khramtsova, Xueguang Ma et al.4 citations
  60. Dual Debiasing in LLM-based Recommendation ↗Sijin Lu, Zhibo Man, Fangyuan Luo et al.4 citations
  61. Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets ↗Preetam Prabhu Srikar Dammu, Himanshu Naidu, Chirag Suresh Shah4 citations
  62. Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph ↗Qiushi Xiong, Zhipeng Xu, Zhenghao Liu et al.4 citations
  63. Exploring Human-Like Thinking in Search Simulations with Large Language Models ↗Erhan Zhang, Xingzhu Wang, Peiyuan Gong et al.4 citations
  64. Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees ↗Tiesunlong Shen, Rui Mao, Jin Wang et al.4 citations
  65. From To-Do to Ta-Da: Transforming Task-Focused IR with Generative AI ↗Chirag Suresh Shah, Ryen W. White4 citations
  66. Generative Meta-Learning for Zero-Shot Relation Triplet Extraction ↗Wanli Li, Tieyun Qian, Yi Song et al.4 citations
  67. HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge ↗Sirui Huang, Hanqian Li, Yanggan Gu et al.4 citations
  68. ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems ↗Zongwei Wang, Min Gao, Junliang Yu et al.4 citations
  69. IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems ↗Negar Arabzadeh, Ziheng Chen, Fabio Petroni et al.4 citations
  70. Inside Out 2: Make Room for New Emotions & LLM: A Reproducibility Study of the Emotional Side of Search in the Classroom ↗Hrishita Chakrabarti, Diletta Micol Tobia, Monica Landoni et al.4 citations
  71. InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning ↗Zheng Wang, Shu Xian Teo, Jun Jie Chew et al.4 citations
  72. Investigating Task Arithmetic for Zero-Shot Information Retrieval ↗Marco Braga, Pranav Kasela, Alessandro Raganato et al.4 citations
  73. Is Having Rationales Enough? Rethinking Knowledge Enhancement for Multimodal Hateful Meme Detection ↗Junyu Lu, Bo Xu, Xiaokun Zhang et al.4 citations
  74. KIMERA: From Evaluation-as-a-Service to Evaluation-in-the-Cloud ↗Andrea Pasin, Nicola Ferro4 citations
  75. LLM-Driven Usefulness Labeling for IR Evaluation ↗Mouly Dewan, Jiqun Liu, Chirag Suresh Shah4 citations
  76. Language Model Alignment for Conversational Shopping at Amazon ↗Chen Luo, Dimitri Papadimitriou, Hariharan Muralidharan et al.4 citations
  77. Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat ↗Clark Mingxuan Ju, Leonardo Neves, Bhuvesh Kumar et al.4 citations
  78. Lost in Transliteration: Bridging the Script Gap in Neural IR ↗Andreas Chari, Iadh Ounis, Sean MacAvaney4 citations
  79. Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective ↗Taoyu Su, Jiawei Sheng, Duohe Ma et al.4 citations
  80. Multi-level Encoding with Hierarchical Alignment for Sketch-Based 3D Shape Retrieval ↗Donglin Zhang, Caozhe Li, Xiao-Jun Wu4 citations
  81. ReCDAP: Relation-based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion ↗Jeongho Kim, Chanyeong Heo, Jaehee Jung4 citations
  82. RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces ↗Santiago de León-Martínez, Jingwei Kang, Róbert Móro et al.4 citations
  83. Revisiting Algorithmic Audits of TikTok: Poor Reproducibility and Short-term Validity of Findings ↗Matej Mosnar, Adam Skurla, Branislav Pecher et al.4 citations
  84. Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation ↗Zhiyu He, Zhixin Ling, Jiayu Li et al.4 citations
  85. Translative Neural Team Recommendation: From Multilabel Classification to Sequence Prediction ↗Kap Thang, Hawre Hosseini, Hossein Fani4 citations
  86. Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics ↗Chen Xu, Jujia Zhao, Wenjie Wang et al.4 citations
  87. WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers ↗Mugeng Liu, Siqi Zhong, Qi Yang et al.4 citations
  88. A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System ↗Chao Xiong, Xianwen Yu, Wei Xu et al.3 citations
  89. A Versatile Dataset of Mouse and Eye Movements on Search Engine Results Pages ↗Kayhan Latifzadeh, Jacek Gwizdka A, Luis A. Leiva3 citations
  90. AdaRPT: An Adaptive Rule Pattern Transfer Model for Fully Inductive Knowledge Graph Reasoning ↗Zhiwen Xie, Zhuo Zhao, Jinjin Ma et al.3 citations
  91. An Empirical Study of Evaluating Long-form Question Answering ↗Ning Xian, Yixing Fan, Ruqing Zhang et al.3 citations
  92. BotBR: Social Bot Detection with Balanced Feature Fusion and Reliability-Enhanced Graph Learning ↗Qilong Lin, Jingya Zhou3 citations
  93. Bridging Interests and Truth: Towards Mitigating Fake News with Personalized and Truthful Recommendations ↗Zihan Ma, Minnan Luo, Yiran Hao et al.3 citations
  94. CDC: Causal Domain Clustering for Multi-Domain Recommendation ↗Huishi Luo, Yiqing Wu, Yiwen Chen et al.3 citations
  95. CLIP-AdaM: Adapting Multi-view CLIP for Open-set 3D Object Retrieval ↗Xinwei He, Liang Ma, Yuxuan Cheng et al.3 citations
  96. CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval ↗Hao Deng, Haibo Xing, Kanefumi Matsuyama et al.3 citations
  97. CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge ↗Armin Toroghi, Willis Guo, Scott Sanner3 citations
  98. Collaborative Diffusion Models for Recommendation ↗Mengru Chen, Lianghao Xia, Yong Xu et al.3 citations
  99. Constrained Auto-Regressive Decoding Constrains Generative Retrieval ↗Shiguang Wu, Zhaochun Ren, Xin Xin et al.3 citations
  100. DARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic Reward ↗Yi Zhang, Ruihong Qiu, Xuwei Xu et al.3 citations

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