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ACM SIGIR Conference on Research and Development in Information Retrieval · 会议 · Information Retrieval

共收录 1420
2504.14861 2025-07-24 cs.DB cs.IR

Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search

Tingyang Chen, Cong Fu, Xiangyu Ke, Yunjun Gao, Yabo Ni, Anxiang Zeng

Comments Accepted by SIGIR 2025

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2507.16692 2025-07-23 cs.IR

Generating Search Explanations using Large Language Models

Arif Laksito, Mark Stevenson

Comments Extended Abstract - Workshop on Explainability in Information Retrieval (WExIR), SIGIR 2025

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2507.16371 2025-07-23 cs.IR

Enhancing patent retrieval using automated patent summarization

Eleni Kamateri, Renukswamy Chikkamath, Michail Salampasis, Linda Andersson, Markus Endres

Comments This version was submitted and accepted for publication at the 6th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech 2025), held in conjunction with SIGIR 2025. A revised and polished version, incorporating reviewers' feedback, will follow

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2411.13212 2025-07-23 cs.IR

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation

David Otero, Javier Parapar, Álvaro Barreiro

Journal ref SIGIR 2025

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2504.17814 2025-07-22 cs.IR

FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation

Guoquan Wang, Qiang Luo, Weisong Hu, Pengfei Yao, Wencong Zeng, Guorui Zhou, Kun Gai

Comments 10 pages, 5 figures, Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25), July 13--18, 2025, Padua, Italy

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2507.14604 2025-07-22 cs.IR cs.LG

Understanding Matching Mechanisms in Cross-Encoders

Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski

机构 * Sorbonne Université, CNRS, Institut des Systèmes Intelligents et de Robotique, Paris France(索邦大学、国家科学研究中心、智能系统与机器人研究所,巴黎法国)

Comments Accepted at Workshop on Explainability in Information Retrieval at SIGIR 25 (WExIR25)

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2507.13827 2025-07-21 cs.CL cs.IR cs.LG

Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models

Hosein Azarbonyad, Zi Long Zhu, Georgios Cheirmpos, Zubair Afzal, Vikrant Yadav, Georgios Tsatsaronis

机构 * Elsevier(埃塞伊弗)

Comments SIGIR 2025

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2507.12378 2025-07-17 cs.IR cs.CL

Developing Visual Augmented Q&A System using Scalable Vision Embedding Retrieval & Late Interaction Re-ranker

Rachna Saxena, Abhijeet Kumar, Suresh Shanmugam

Comments Presented at NLP@IR workshop at SIGIR conference

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2504.08373 2025-07-15 cs.IR

OnSET: Ontology and Semantic Exploration Toolkit

Benedikt Kantz, Kevin Innerebner, Peter Waldert, Stefan Lengauer, Elisabeth Lex, Tobias Schreck

Comments 5 pages, 4 figures, accepted to SIGIR Demo Paper Track 2025

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2411.06877 2025-07-15 cs.IR

LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?

Rikiya Takehi, Ellen M. Voorhees, Tetsuya Sakai, Ian Soboroff

Comments 11 pages. Accepted at SIGIR 2025 (48th International ACM SIGIR Conference on Research and Development in Information Retrieval)

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2507.09483 2025-07-15 cs.IR

Does UMBRELA Work on Other LLMs?

Naghmeh Farzi, Laura Dietz

Comments 9 pages, 2 figures, accepted to SIGIR 2025

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2411.11767 2025-07-14 cs.IR cs.CL cs.LG

Drowning in Documents: Consequences of Scaling Reranker Inference

Mathew Jacob, Erik Lindgren, Matei Zaharia, Michael Carbin, Omar Khattab, Andrew Drozdov

机构 * University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)

Comments Accepted to ReNeuIR 2025 Workshop at SIGIR 2025 Conference

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2507.07906 2025-07-11 cs.LG cs.AI

Agentic Retrieval of Topics and Insights from Earnings Calls

Anant Gupta, Rajarshi Bhowmik, Geoffrey Gunow

机构 * Bloomberg USA(彭博美国)

Comments The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI, The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval July 13-17, 2025 | Padua, Italy

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2410.11719 2025-07-11 cs.IR

Adaptive Graph Integration for Cross-Domain Recommendation via Heterogeneous Graph Coordinators

Hengyu Zhang, Chunxu Shen, Xiangguo Sun, Jie Tan, Yu Rong, Chengzhi Piao, Hong Cheng, Lingling Yi

Comments Accept by SIGIR 2025

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2503.19092 2025-07-11 cs.IR cs.AI cs.CL

Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation

Krisztian Balog, Donald Metzler, Zhen Qin

机构 * Google DeepMind(谷歌DeepMind)

Comments Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25)

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2502.19108 2025-07-11 cs.IR cs.MM

U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization

Heng Er Metilda Chee, Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Qinglang Guo, Min Zhang

Comments Accepted at SIGIR'25

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2507.06877 2025-07-10 cs.IR

CDC: Causal Domain Clustering for Multi-Domain Recommendation

Huishi Luo, Yiqing Wu, Yiwen Chen, Fuzhen Zhuang, Deqing Wang

Comments Accepted at SIGIR 2025

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2504.20679 2025-07-08 cs.CL cs.IR

Are Information Retrieval Approaches Good at Harmonising Longitudinal Survey Questions in Social Science?

Wing Yan Li, Zeqiang Wang, Jon Johnson, Suparna De

机构 * University of Surrey(塞拉利昂大学) University College London(伦敦大学学院)

Comments Accepted at SIGIR 2025

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2507.04820 2025-07-08 cs.IR

Harnessing Pairwise Ranking Prompting Through Sample-Efficient Ranking Distillation

Junru Wu, Le Yan, Zhen Qin, Honglei Zhuang, Paul Suganthan G. C., Tianqi Liu, Zhe Dong, Xuanhui Wang, Harrie Oosterhuis

Comments ReNeuIR 2025 (at SIGIR 2025) - 4th Workshop on Reaching Efficiency in Neural Information Retrieval, July 17, 2025, Padua, Italy

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2507.04182 2025-07-08 cs.IR cs.CL cs.HC cs.SD eess.AS

Navigating Speech Recording Collections with AI-Generated Illustrations

Sirina Håland, Trond Karlsen Strøm, Petra Galuščáková

机构 * University of Stavanger(斯塔万格大学)

Journal ref SIGIR 2025

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2507.04067 2025-07-08 cs.AI cs.MA

HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration

Yuyang Cheng, Yumiao Xu, Chaojia Yu, Yong Zhao

机构 * School of Cyber Science and Engineering(网络安全与工程学院) Sichuan University(四川大学) School of Computer Science(计算机科学学院)

Comments AgentIR@SIGIR 2025

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2502.17776 2025-07-08 cs.IR cs.CL cs.HC

Tip of the Tongue Query Elicitation for Simulated Evaluation

Yifan He, To Eun Kim, Fernando Diaz, Jaime Arguello, Bhaskar Mitra

机构 * Carnegie Mellon University(卡内基梅隆大学) Microsoft Research(微软研究院)

Comments SIGIR 2025

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2501.17788 2025-07-08 cs.IR

WARP: An Efficient Engine for Multi-Vector Retrieval

Jan Luca Scheerer, Matei Zaharia, Christopher Potts, Gustavo Alonso, Omar Khattab

Comments Accepted at SIGIR 2025

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2507.03479 2025-07-08 cs.IR

Explainable Information Retrieval in the Audit Domain

Alexander Frummet, Emanuel Slany, Jonas Amling, Moritz Lang, Stephan Scheele

Comments Extended abstract accepted at the Workshop on Explainability in Information Retrieval (WExIR), co-located with SIGIR 2025

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2507.02139 2025-07-04 cs.IR cs.AI cs.DL

When LLMs Disagree: Diagnosing Relevance Filtering Bias and Retrieval Divergence in SDG Search

William A. Ingram, Bipasha Banerjee, Edward A. Fox

机构 * Virginia Tech(弗吉尼亚理工大学)

Comments Presented at LLM4Eval Workshop, SIGIR 2025 Padova, Italy, July 17, 2025

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2507.01066 2025-07-03 cs.IR cs.CV cs.LG

Embedding-based Retrieval in Multimodal Content Moderation

Hanzhong Liang, Jinghao Shi, Xiang Shen, Zixuan Wang, Vera Wen, Ardalan Mehrani, Zhiqian Chen, Yifan Wu, Zhixin Zhang

Comments Camera ready for SIGIR 2025

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2507.00521 2025-07-03 cs.IR

WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers

Mugeng Liu, Siqi Zhong, Qi Yang, Yudong Han, Xuanzhe Liu, Yun Ma

Comments SIGIR 2025

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2506.23319 2025-07-01 cs.IR cs.LG

Learning to Rank with Variable Result Presentation Lengths

Norman Knyazev, Harrie Oosterhuis

机构 * Radboud University(拉德堡德大学)

Comments SIGIR 2025

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2506.23192 2025-07-01 cs.CL cs.LG

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams

Gabriel Iturra-Bocaz, Felipe Bravo-Marquez

机构 * Department of Computer Science, University of Chile(智利大学计算机科学系) National Center for Artificial Intelligence (CENIA)(人工智能国家中心) Millennium Institute for Foundational Research on Data (IMFD)(数据基础研究千年研究所)

Comments Accepted at SIGIR'23

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2506.22644 2025-07-01 cs.CL cs.IR

Evaluating Hybrid Retrieval Augmented Generation using Dynamic Test Sets: LiveRAG Challenge

Chase Fensore, Kaustubh Dhole, Joyce C Ho, Eugene Agichtein

机构 * Emory University, USA(埃默里大学)

Comments 4 pages, 3 tables, 2 figures. Accepted at the SIGIR LiveRAG Workshop 2025 (Submission 2664)

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