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SIGIR 2025: all accepted papers

540 papers · page 3 of 6 · the most cited first · ← SIGIR 2025

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  1. Dynamic Time-aware Continual User Representation Learning ↗S. K. Choi, Sein Kim, Hongseok Kang et al.3 citations
  2. Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings ↗Aleksandr Vladimirovich Petrov, Craig Macdonald, Nicola Tonellotto3 citations
  3. Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce ↗Jingying Zeng, Zhenwei Dai, Hui Liu et al.3 citations
  4. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop ↗Yuqi Zhou, Sunhao Dai, Liang Pang et al.3 citations
  5. Exploring the Role of Diversity in Example Selection for In-Context Learning ↗Janak Kapuriya, Manit Kaushik, Debasis Ganguly et al.3 citations
  6. Exploring ℓ 0 Sparsification for Inference-free Sparse Retrievers ↗Xinjie Shen, Zhichao Geng, Yang Yang3 citations
  7. FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval ↗Bohan Hou, Haoqiang Lin, Xuemeng Song et al.3 citations
  8. From Keywords to Concepts: A Late Interaction Approach to Semantic Product Search on IKEA.com ↗Amritpal Singh Gill, Sannikumar Patel, Péter Varga et al.3 citations
  9. From Monolith to Mosaic: Uncovering Behavioral Differences for Choice Models in Recommender Systems Simulations ↗Robin Ungruh, Alejandro Bellogín, Maria Soledad Pera3 citations
  10. In-Context Learning as an Effective Estimator of Functional Correctness of LLM-Generated Code ↗Subhadipa Das, Madhusudan Ghosh, Priyanka Swami et al.3 citations
  11. Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model ↗Yang Qin, Xinning Zhu, Xiaosheng Tang et al.3 citations
  12. LEMSS: LLM-Based Platform for Multi-Agent Competitive Search Simulation ↗Tommy Mordo, Tomer Kordonsky, Haya Nachimovsky et al.3 citations
  13. LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data ↗Grigor Bezirganyan, Sana Sellami, Laure Berti‐Équille et al.3 citations
  14. Leveraging Artificial Intelligence-Powered Virtual Assistant for Information Retrieval in Indigenous Agriculture: Insights from Nigeria ↗Michael Awoleye, O. A. ADEBISI, Idowu Atoloye et al.3 citations
  15. Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs ↗Taiyan Zhang, Renchi Yang, Yurui Lai et al.3 citations
  16. Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval ↗Kidist Amde Mekonnen, Yubao Tang, Maarten de Rijke3 citations
  17. Linear Item-Item Models with Neural Knowledge for Session-based Recommendation ↗Minjin Choi, Sunkyung Lee, Seongmin Park et al.3 citations
  18. MAAQR: An LLM-based Multi-Agent Framework for Adaptive Query Rewriting in Alipay Search ↗Qi Zheng, Mingjie Zhong, Saisai Gong et al.3 citations
  19. MMMORRF: Multimodal Multilingual MOdularized Reciprocal Rank Fusion ↗Saron Samuel, Dan DeGenaro, Jimena Guallar-Blasco et al.3 citations
  20. Multi-Grained Patch Training for Efficient LLM-based Recommendation ↗Jiayi Liao, Ruobing Xie, Sihang Li et al.3 citations
  21. Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising ↗Zhenhui Liu, Chunyuan Yuan, Ming Pang et al.3 citations
  22. Multi-scenario Instance Embedding Learning for Deep Recommender Systems ↗Chaohua Yang, Dugang Liu, Xing Jia Tang et al.3 citations
  23. MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection ↗Arezo Shakeri, Mina Farmanbar, Krisztian Balog3 citations
  24. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search ↗Sunhao Dai, Wenjie Wang, Liang Pang et al.3 citations
  25. Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment ↗Xinyu Lin, Keqin Bao, Jizhi Zhang et al.3 citations
  26. Open-World Fine-Grained Fashion Retrieval with LLM-based Commonsense Knowledge Infusion ↗Jianfeng Dong, Junwei Zhu, Daizong Liu et al.3 citations
  27. PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage ↗Wenyi Zhang, Ju Jia, Xiaojun Jia et al.3 citations
  28. PILs of Knowledge: A Synthetic Benchmark for Evaluating Question Answering Systems in Healthcare ↗Riccardo Lunardi, Michael Soprano, Paolo Coppola et al.3 citations
  29. QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking ↗Shubham Chatterjee, Jeff Dalton3 citations
  30. Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models ↗Hosein Azarbonyad, Zi Long Zhu, Georgios Cheirmpos et al.3 citations
  31. R 2 LLMs: Retrieval and Ranking with LLMs ↗Guido Zuccon, Shengyao Zhuang, Xueguang Ma3 citations
  32. Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations ↗Jiwon Son, Hyunjoon Kim, Sang‐Wook Kim3 citations
  33. Reason-to-Rank: Distilling Direct and Comparative Reasoning from Large Language Models for Document Reranking ↗Yuelyu Ji, Zhuochun Li, Rui Meng et al.3 citations
  34. Reassessing Large Language Model Boolean Query Generation for Systematic Reviews ↗Shuai Wang, Harrisen Scells, Bevan Koopman et al.3 citations
  35. Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing ↗Haiping Ma, Weiyuan Zhou, Xiaoshan Yu et al.3 citations
  36. Reproducibility, Replicability, and Insights into Visual Document Retrieval with Late Interaction ↗Jingfen Qiao, Jia-Huei Ju, Xinyu Ma et al.3 citations
  37. Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising ↗Lei Shen, Kang Zhao, Zhipeng Jin et al.3 citations
  38. SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing ↗Xiaoqing Zhang, Yuhan Liu, Jianzhou Wang et al.3 citations
  39. SMMR: Sampling-Based MMR Reranking for Faster, More Diverse, and Balanced Recommendations and Retrieval ↗Kiryl Liakhnovich, Oleg Lashinin, Andrei Babkin et al.3 citations
  40. Small Data, Big Impact: Navigating Resource Limitations in Point-of-Interest Recommendation for Individuals with Autism ↗Ludovico Boratto, Federica Cena, Mirko Marras et al.3 citations
  41. Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation ↗Wei Wang, Yujie Lin, Moyan Zhang et al.3 citations
  42. Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval ↗Yongkang Li, Panagiotis Eustratiadis, Simon Lupart et al.3 citations
  43. VAP3: Variation-Aware Prompt Performance Prediction ↗Negar Arabzadeh, Ebrahim Bagheri A3 citations
  44. Variations in Relevance Judgments and the Shelf Life of Test Collections ↗Andrew Parry, Maik Fröbe, Harrisen Scells et al.3 citations
  45. Workshop on Explainability in Information Retrieval ↗Maria Heuss, Catherine Chen, Avishek Anand et al.3 citations
  46. X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation ↗Guy Hadad, Haggai Roitman, Yotam Eshel et al.3 citations
  47. Zero-Shot Reranking with Large Language Models and Precomputed Ranking Features: Opportunities and Limitations ↗Maria Movin, Claudia Hauff3 citations
  48. ir_explain: A Python Library of Explainable IR Methods ↗Sourav Saha, Harsh Agarwal, V Venktesh et al.3 citations
  49. 2D Matryoshka Training for Information Retrieval ↗Shuai Wang, Shengyao Zhuang, Bevan Koopman et al.2 citations
  50. A Comparative Study of Large Language Models and Traditional Privacy Measures to Evaluate Query Obfuscation Approaches ↗Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro2 citations
  51. A Flexible User Study Platform for Generative Information Retrieval ↗Yidong Liang, Zhijing Wu, Yuchen He et al.2 citations
  52. A Reproducibility Study of Graph-Based Legal Case Retrieval ↗Gregor Donabauer, Udo Kruschwitz2 citations
  53. ARC: Approximate Relevant Clip Query in Large-Scale Video Repositories ↗Yue Chen, Yinan Jing, Ziqiang Yu et al.2 citations
  54. Addressing Missing Data Issue for Diffusion-based Recommendation ↗Wenyu Mao, Zhengyi Yang, Jiancan Wu et al.2 citations
  55. AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs ↗Xinyu Mao, Teerapong Leelanupab, Martin Potthast et al.2 citations
  56. An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc ↗Aldo Porco, Dhruv Mehra, Igor Malioutov et al.2 citations
  57. An Instruction-Response Perspective on Large Language Models in Information Retrieval Tasks ↗Hideo Joho, Joemon M. Jose2 citations
  58. Augmenting Vision-Language Retrieval: The Role of Multimodal LLMs as Synthetic Data Generators ↗Aidan Bell, James Gore, Behrooz Mansouri2 citations
  59. Automatic Document Editing for Improved Ranking ↗Niv Bardas, Tommy Mordo, Oren Kurland et al.2 citations
  60. BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment ↗Andrey Sakhovskiy, Elena Viktorovna Tutubalina2 citations
  61. Balancing Self-Presentation and Self-Hiding for Exposure-Aware Recommendation Based on Graph Contrastive Learning ↗Leqi Zheng, Chaokun Wang, Ziyang Liu et al.2 citations
  62. Benchmark Granularity and Model Robustness for Image-Text Retrieval: A Reproducibility Study ↗Mariya Hendriksen, Shuo Zhang, Ridho Reinanda et al.2 citations
  63. Boosting Retrieval-Augmented Generation with Generation-Augmented Retrieval: A Co-Training Approach ↗Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.2 citations
  64. Can LLMs Enhance Fairness in Recommendation Systems? A Data Augmentation Approach ↗Hanzhe Li, Dazhong Shen, Chao Wang et al.2 citations
  65. Characterising Topic Familiarity and Query Specificity Using Eye-Tracking Data ↗Jiaman He, Zikang Leng, Dana McKay et al.2 citations
  66. CoDIME: A Counterfactual Approach for Dimension Importance Estimation through Click Logs ↗Guglielmo Faggioli, Nicola Ferro, Raffaele Perego et al.2 citations
  67. CoSRec: A Joint Conversational Search and Recommendation Dataset ↗Marco Alessio, Simone Merlo, Tommaso Di Noia et al.2 citations
  68. Continual Origin Tracing of LLM-Generated Text ↗Haoran Li, Quan Wang2 citations
  69. DAR: Dimension-Adaptive Recommendation with Multi-Granular Noise Control ↗Riwei Lai, Li Chen, Rui Chen et al.2 citations
  70. DePro: Domain Ensemble using Decoupled Prompts for Universal Cross-Domain Retrieval ↗Kaixiang Chen, Pengfei Fang, Hui Xue2 citations
  71. Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction ↗Zhuoxing Wei, Qi Liu, Qingchen Xie2 citations
  72. Doctron: A Web-based Collaborative Annotation Tool for Ground Truth Creation in IR ↗Ornella Irrera, Stefano Marchesin, Farzad Shami et al.2 citations
  73. ELEC: Efficient Large Language Model-Empowered Click-Through Rate Prediction ↗Rui Dong, Robin Wentao Ouyang, Xiangzheng Liu2 citations
  74. ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions ↗Zhiyuan Peng, Jinming Nian, Alexandre Evfimievski et al.2 citations
  75. Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction ↗Wei Chen, Jiao Li, Jian Lang et al.2 citations
  76. Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training ↗Yuanzhao Zhai, Huanxi Liu, Zhuo Zhang et al.2 citations
  77. Enhancing Homophily in Heterogeneous Graph Contrastive Learning via Connection Strength and Multi-view Self-Expression ↗Haosen Wang, Chenglong Shi, Can Xu et al.2 citations
  78. Enhancing Knowledge Injection in Large Language Models for Efficient and Trustworthy Responses ↗Heydar Soudani2 citations
  79. FairWork: A Generic Framework For Evaluating Fairness In LLM-Based Job Recommender System ↗Yuhan Hu, Ziyu Lyu, Lu Bai et al.2 citations
  80. From Knowledge Forgetting to Accumulation: Evolutionary Relation Path Passing for Lifelong Knowledge Graph Embedding ↗Jing Yang, Xinfa Jiang, Xiaowen Jiang et al.2 citations
  81. From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism ↗Frans van der Sluis, Leif A. Azzopardi, Florian Meier2 citations
  82. GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI ↗Yashar Deldjoo, Scott Sanner, Enrico Palumbo et al.2 citations
  83. Generate-Distill: Training Cross-Language IR Models with Synthetically-Generated Data ↗Dawn Lawrie, Efsun Sarioglu Kayi, Eugene Yang et al.2 citations
  84. Graph Spectral Filtering with Chebyshev Interpolation for Recommendation ↗Chanwoo Kim, Jinho Sung, Yebonn Han et al.2 citations
  85. Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA ↗Shitian Li, Yongping Du, Mingyang Li2 citations
  86. In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification ↗Daria Alexander, Arjen P. de Vries2 citations
  87. Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks ↗Antonios Tragoudaras, Theofanis Aslanidis, Emmanouil Georgios Lionis et al.2 citations
  88. Information Retrieval for Artificial General Intelligence: A New Perspective of Information Retrieval Research ↗ChengXiang Zhai2 citations
  89. Information Retrieval in Finance: Industry and Academic Perspectives on Innovation ↗Chung-Chi Chen, Yongjae Lee, Alejandro Lopez-Lira et al.2 citations
  90. Information Retrieval in the Age of Generative AI: The RGB Model ↗Michele Garetto, Alessandro Cornacchia, Franco Galante et al.2 citations
  91. Insight Agents: An LLM-Based Multi-Agent System for Data Insights ↗Jincheng Bai, Zhenyu Zhang, Jinlian ZHANG et al.2 citations
  92. Interactive Code Information Integrated Programming Knowledge Tracing ↗Xueqiang Zeng, Guangcheng Fu, Haofei Chen et al.2 citations
  93. LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry ↗Xiaopeng Ye, Chen Xu, Zhongxiang Sun et al.2 citations
  94. LLM4Eval: Large Language Model for Evaluation in IR ↗Clemencia Siro, Hossein A. Rahmani, Mohammad Aliannejadi et al.2 citations
  95. Locality-Sensitive Indexing for Graph-Based Approximate Nearest Neighbor Search ↗Jun Woo Chung, Huawei Lin, Weijie Zhao2 citations
  96. MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation ↗Dongho Jeong, Taeri Kim, Donghyeon Cho et al.2 citations
  97. Measuring the Fairness Gap Between Retrieval and Generation in RAG Systems using a Cognitive Complexity Framework ↗Sandeep Avula, Chaehong Lee, Rongting Zhang et al.2 citations
  98. Meta-Guided Adaptive Weight Learner for Noisy Correspondence ↗Chenyu Mu, Erkun Yang, Cheng Dan Deng2 citations
  99. Meta-Learning for Incomplete Multimodal Sentiment Analysis ↗Geng Tu, Tianhao Wu, Xuan Luo et al.2 citations
  100. Mitigating Source Bias with LLM Alignment ↗Sunhao Dai, Yuqi Zhou, Liang Pang et al.2 citations

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