SIGIR

Towards Fair Rankings: Leveraging LLMs for Gender Bias Detection and Measurement

Maryam Mousavian, Zahra Abbasiantaeb, Mohammad Aliannejadi, Fabio Crestani

机构 * Università della Svizzera italiana \& University of Amsterdam ； University of Amsterdam The Netherland ； Unviersity of Amsterdam The Netherland ； University of Amsterdam 纠错

Comments Accepted by ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR 2025)

Evaluating List Construction and Temporal Understanding capabilities of Large Language Models

Alexandru Dumitru, V Venktesh, Adam Jatowt, Avishek Anand

机构 * Prosus ； Delft University of Technology（代尔夫特理工大学） ； University of Innsbruck（因斯布鲁克大学） 纠错

Comments Accepted at ICTIR 2025 co-located with SIGIR 2025, 11 pages

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

Guanting Dong, Xiaoxi Li, Yuyao Zhang, Mengjie Deng

机构 * Renmin University of China（中国人民大学） 纠错

Comments Accepted at SIGIR 2025 LiveRAG Workshop (Oral Presentation)

Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality

Naihe Feng, Yi Sui, Shiyi Hou, Jesse C. Cresswell, Ga Wu

Comments Accepted by SIGIR 2025 short paper, 5 pages, Code is available at https://github.com/n4feng/ResponseQualityAssessment

Knowledge-Aware Diverse Reranking for Cross-Source Question Answering

Tong Zhou

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） 纠错

Journal ref SIGIR 2025 LiveRAG

CCRS: A Zero-Shot LLM-as-a-Judge Framework for Comprehensive RAG Evaluation

Aashiq Muhamed

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

Comments Accepted at LLM4Eval @ SIGIR 2025

Diffusion Recommender Model

Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, Tat-Seng Chua

Comments 10 pages, 7 figures, accepted for publication in SIGIR'23

NEAR$^2$: A Nested Embedding Approach to Efficient Product Retrieval and Ranking

Shenbin Qian, Diptesh Kanojia, Samarth Agrawal, Hadeel Saadany, Swapnil Bhosale, Constantin Orasan, Zhe Wu

机构 * University of Surrey, United Kingdom（英国萨里大学） ； Birmingham City University, United Kingdom（英国伯明翰城市大学） 纠错

Comments This paper is accepted to the 2025 SIGIR Workshop on eCommerce

Answering Multimodal Exclusion Queries with Lightweight Sparse Disentangled Representations

Prachi J, Sumit Bhatia, Srikanta Bedathur

Comments In Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR)

Evaluating Causal Explanation in Medical Reports with LLM-Based and Human-Aligned Metrics

Yousang Cho, Key-Sun Choi

机构 * Department of Medical Engineering, Konyang University（康山大学医学工程系） ； Department of Artificial Intelligence, Konyang University（康山大学人工智能系） 纠错

Comments 9 pages, presented at LLM4Eval Workshop, SIGIR 2025 Padova, Italy, July 17, 2025

CoachGPT: A Scaffolding-based Academic Writing Assistant

Fumian Chen, Sotheara Veng, Joshua Wilson, Xiaoming Li, Hui Fang

机构 * Institute for Financial Services Analytics（金融服务分析研究所） ； University of Delaware（德克萨斯大学） ； School of Education（教育学院） ； Department of Electrical and Computer Engineering（电气与计算机工程系） 纠错

Comments SIGIR 2025 DEMO Pre-print

Journal ref SIGIR 2025

Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs

Catarina Pires, Sérgio Nunes, Luís Filipe Teixeira

机构 * Faculty of Engineering, University of Porto（葡萄牙波尔图大学工程学院） 纠错

Comments To appear at the Third Workshop on Large Language Models for Evaluation in Information Retrieval (LLM4Eval 2025), co-located with SIGIR 2025. 9 pages, 2 figures, 5 tables

PreQRAG -- Classify and Rewrite for Enhanced RAG

Damian Martinez, Catalina Riano, Hui Fang

Comments 7 pages, SIGIR 2025 LiveRAG

Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation

Zhen Gong, Zhifang Fan, Hui Lu, Qiwei Chen, Chenbin Zhang, Lin Guan, Yuchao Zheng, Feng Zhang, Xiao Yang, Zuotao Liu

Comments Accepted by SIGIR'25

Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval

Kshitij Kavimandan, Angelos Nalmpantis, Emma Beauxis-Aussalet, Robert-Jan Sips

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； TKH AI（TKH人工智能） 纠错

Comments 5 pages, 3 figures, Accepted as a short paper at the 6th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech 2025), co-located with SIGIR 2025

PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization

Yang Jiao, Xiaodong Wang, Kai Yang

机构 * Tongji University（同济大学） ； Columbia University（哥伦比亚大学） 纠错

Comments Accepted at SIGIR 2025

SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender Systems

Tan Loc Nguyen, Tin T. Tran

Comments Accepted for ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR) 2025, Padua, Itay

ClusterChat: Multi-Feature Search for Corpus Exploration

Ashish Chouhan, Saifeldin Mandour, Michael Gertz

机构 * Heidelberg University（海德堡大学） 纠错

Comments 5 pages, 1 table, 1 figure, Accepted to SIGIR Demo Paper Track 2025

DoTA-RAG: Dynamic of Thought Aggregation RAG

Saksorn Ruangtanusak, Natthapath Rungseesiripak, Peerawat Rojratchadakorn, Monthol Charattrakool, Natapong Nitarach

机构 * SCBX ； SCB 10X 纠错

Comments SIGIR LiveRAG 2025 (oral presentation)

Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context Information

Kehan Long, Shasha Li, Chen Xu, Jintao Tang, Ting Wang

机构 * National University of Defense Technology（国防科技大学） 纠错

Comments Accepted by SIGIR 2025

Constructing and Evaluating Declarative RAG Pipelines in PyTerrier

Craig Macdonald, Jinyuan Fang, Andrew Parry, Zaiqiao Meng

Comments 4 pages, 3 tables, Accepted to SIGIR 2025

Conversational Search: From Fundamentals to Frontiers in the LLM Era

Fengran Mo, Chuan Meng, Mohammad Aliannejadi, Jian-Yun Nie

机构 * University of Amsterdam（阿姆斯特丹大学） 纠错

Comments Accepted by Tutorial Track in SIGIR 2025

Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat

Clark Mingxuan Ju, Leonardo Neves, Bhuvesh Kumar, Liam Collins, Tong Zhao, Yuwei Qiu, Qing Dou, Yang Zhou, Sohail Nizam, Rengim Ozturk, Yvette Liu, Sen Yang, Manish Malik, Neil Shah

Comments Accepted to the industrial track of SIGIR'25

Exploring Training and Inference Scaling Laws in Generative Retrieval

Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, Wenjie Li, Tat-Seng Chua

机构 * National University of Singapore（新加坡国立大学） ； The Hong Kong Polytechnic University（香港理工大学） ； University of Science and Technology of China（中国科学技术大学） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted to SIGIR 2025

Benchmark Granularity and Model Robustness for Image-Text Retrieval

Mariya Hendriksen, Shuo Zhang, Ridho Reinanda, Mohamed Yahya, Edgar Meij, Maarten de Rijke

Comments accepted at SIGIR 2025

NR4DER: Neural Re-ranking for Diversified Exercise Recommendation

Xinghe Cheng, Xufang Zhou, Liangda Fang, Chaobo He, Yuyu Zhou, Weiqi Luo, Zhiguo Gong, Quanlong Guan

机构 * Jinan University（济南大学） ； South China Normal University（华南师范大学） ； University of Macau（澳门大学） 纠错

Comments accepted for presentation at the SIGIR 2025 Full Papers track

In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification

Daria Alexander, Arjen P. de Vries

Comments accepted at International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25), July 13--18, 2025, Padua, Italy

PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation

Chenglong Ma, Ziqi Xu, Yongli Ren, Danula Hettiachchi, Jeffrey Chan

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

Generative Recommender with End-to-End Learnable Item Tokenization

Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao

Comments Accepted by SIGIR 2025 Research Track

UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge

Yue Zhang, Yankai Chen, Yingli Zhou, Yucan Guo, Xiaolin Han, Chenhao Ma

Comments Accepted by SIGIR'25 short paper track