---
title: "SIGIR 2025 — all accepted papers, page 3 — the most cited first"
description: "All 540 papers of SIGIR 2025 · page 3 of 6, the most cited first; those with our summary link to it."
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# SIGIR 2025: all accepted papers

540 papers · page 3 of 6 · the most cited first · [← SIGIR 2025](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2025/)

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201. **[Dynamic Time-aware Continual User Representation Learning ↗](https://doi.org/10.1145/3726302.3729959)**S. K. Choi, Sein Kim, Hongseok Kang et al.*3 citations*
202. **[Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings ↗](https://doi.org/10.1145/3726302.3729963)**Aleksandr Vladimirovich Petrov, Craig Macdonald, Nicola Tonellotto*3 citations*
203. **[Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce ↗](https://doi.org/10.1145/3726302.3731941)**Jingying Zeng, Zhenwei Dai, Hui Liu et al.*3 citations*
204. **[Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop ↗](https://doi.org/10.1145/3726302.3729972)**Yuqi Zhou, Sunhao Dai, Liang Pang et al.*3 citations*
205. **[Exploring the Role of Diversity in Example Selection for In-Context Learning ↗](https://doi.org/10.1145/3726302.3730194)**Janak Kapuriya, Manit Kaushik, Debasis Ganguly et al.*3 citations*
206. **[Exploring ℓ 0 Sparsification for Inference-free Sparse Retrievers ↗](https://doi.org/10.1145/3726302.3730192)**Xinjie Shen, Zhichao Geng, Yang Yang*3 citations*
207. **[FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval ↗](https://doi.org/10.1145/3726302.3729979)**Bohan Hou, Haoqiang Lin, Xuemeng Song et al.*3 citations*
208. **[From Keywords to Concepts: A Late Interaction Approach to Semantic Product Search on IKEA.com ↗](https://doi.org/10.1145/3726302.3731948)**Amritpal Singh Gill, Sannikumar Patel, Péter Varga et al.*3 citations*
209. **[From Monolith to Mosaic: Uncovering Behavioral Differences for Choice Models in Recommender Systems Simulations ↗](https://doi.org/10.1145/3726302.3730199)**Robin Ungruh, Alejandro Bellogín, Maria Soledad Pera*3 citations*
210. **[In-Context Learning as an Effective Estimator of Functional Correctness of LLM-Generated Code ↗](https://doi.org/10.1145/3726302.3730212)**Subhadipa Das, Madhusudan Ghosh, Priyanka Swami et al.*3 citations*
211. **[Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model ↗](https://doi.org/10.1145/3726302.3730012)**Yang Qin, Xinning Zhu, Xiaosheng Tang et al.*3 citations*
212. **[LEMSS: LLM-Based Platform for Multi-Agent Competitive Search Simulation ↗](https://doi.org/10.1145/3726302.3730312)**Tommy Mordo, Tomer Kordonsky, Haya Nachimovsky et al.*3 citations*
213. **[LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data ↗](https://doi.org/10.1145/3726302.3730302)**Grigor Bezirganyan, Sana Sellami, Laure Berti‐Équille et al.*3 citations*
214. **[Leveraging Artificial Intelligence-Powered Virtual Assistant for Information Retrieval in Indigenous Agriculture: Insights from Nigeria ↗](https://doi.org/10.1145/3726302.3730265)**Michael Awoleye, O. A. ADEBISI, Idowu Atoloye et al.*3 citations*
215. **[Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs ↗](https://doi.org/10.1145/3726302.3730021)**Taiyan Zhang, Renchi Yang, Yurui Lai et al.*3 citations*
216. **[Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval ↗](https://doi.org/10.1145/3726302.3730023)**Kidist Amde Mekonnen, Yubao Tang, Maarten de Rijke*3 citations*
217. **[Linear Item-Item Models with Neural Knowledge for Session-based Recommendation ↗](https://doi.org/10.1145/3726302.3730024)**Minjin Choi, Sunkyung Lee, Seongmin Park et al.*3 citations*
218. **[MAAQR: An LLM-based Multi-Agent Framework for Adaptive Query Rewriting in Alipay Search ↗](https://doi.org/10.1145/3726302.3731950)**Qi Zheng, Mingjie Zhong, Saisai Gong et al.*3 citations*
219. **[MMMORRF: Multimodal Multilingual MOdularized Reciprocal Rank Fusion ↗](https://doi.org/10.1145/3726302.3730157)**Saron Samuel, Dan DeGenaro, Jimena Guallar-Blasco et al.*3 citations*
220. **[Multi-Grained Patch Training for Efficient LLM-based Recommendation ↗](https://doi.org/10.1145/3726302.3730042)**Jiayi Liao, Ruobing Xie, Sihang Li et al.*3 citations*
221. **[Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising ↗](https://doi.org/10.1145/3726302.3731952)**Zhenhui Liu, Chunyuan Yuan, Ming Pang et al.*3 citations*
222. **[Multi-scenario Instance Embedding Learning for Deep Recommender Systems ↗](https://doi.org/10.1145/3726302.3730045)**Chaohua Yang, Dugang Liu, Xing Jia Tang et al.*3 citations*
223. **[MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection ↗](https://doi.org/10.1145/3726302.3730313)**Arezo Shakeri, Mina Farmanbar, Krisztian Balog*3 citations*
224. **[NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search ↗](https://doi.org/10.1145/3726302.3730353)**Sunhao Dai, Wenjie Wang, Liang Pang et al.*3 citations*
225. **[Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment ↗](https://doi.org/10.1145/3726302.3731696)**Xinyu Lin, Keqin Bao, Jizhi Zhang et al.*3 citations*
226. **[Open-World Fine-Grained Fashion Retrieval with LLM-based Commonsense Knowledge Infusion ↗](https://doi.org/10.1145/3726302.3730050)**Jianfeng Dong, Junwei Zhu, Daizong Liu et al.*3 citations*
227. **[PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage ↗](https://doi.org/10.1145/3726302.3730054)**Wenyi Zhang, Ju Jia, Xiaojun Jia et al.*3 citations*
228. **[PILs of Knowledge: A Synthetic Benchmark for Evaluating Question Answering Systems in Healthcare ↗](https://doi.org/10.1145/3726302.3730283)**Riccardo Lunardi, Michael Soprano, Paolo Coppola et al.*3 citations*
229. **[QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking ↗](https://doi.org/10.1145/3726302.3730065)**Shubham Chatterjee, Jeff Dalton*3 citations*
230. **[Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models ↗](https://doi.org/10.1145/3726302.3730068)**Hosein Azarbonyad, Zi Long Zhu, Georgios Cheirmpos et al.*3 citations*
231. **[R 2 LLMs: Retrieval and Ranking with LLMs ↗](https://doi.org/10.1145/3726302.3731689)**Guido Zuccon, Shengyao Zhuang, Xueguang Ma*3 citations*
232. **[Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations ↗](https://doi.org/10.1145/3726302.3730069)**Jiwon Son, Hyunjoon Kim, Sang‐Wook Kim*3 citations*
233. **[Reason-to-Rank: Distilling Direct and Comparative Reasoning from Large Language Models for Document Reranking ↗](https://doi.org/10.1145/3726302.3730070)**Yuelyu Ji, Zhuochun Li, Rui Meng et al.*3 citations*
234. **[Reassessing Large Language Model Boolean Query Generation for Systematic Reviews ↗](https://doi.org/10.1145/3726302.3730329)**Shuai Wang, Harrisen Scells, Bevan Koopman et al.*3 citations*
235. **[Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing ↗](https://doi.org/10.1145/3726302.3730072)**Haiping Ma, Weiyuan Zhou, Xiaoshan Yu et al.*3 citations*
236. **[Reproducibility, Replicability, and Insights into Visual Document Retrieval with Late Interaction ↗](https://doi.org/10.1145/3726302.3730285)**Jingfen Qiao, Jia-Huei Ju, Xinyu Ma et al.*3 citations*
237. **[Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising ↗](https://doi.org/10.1145/3726302.3731957)**Lei Shen, Kang Zhao, Zhipeng Jin et al.*3 citations*
238. **[SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing ↗](https://doi.org/10.1145/3726302.3730334)**Xiaoqing Zhang, Yuhan Liu, Jianzhou Wang et al.*3 citations*
239. **[SMMR: Sampling-Based MMR Reranking for Faster, More Diverse, and Balanced Recommendations and Retrieval ↗](https://doi.org/10.1145/3726302.3730250)**Kiryl Liakhnovich, Oleg Lashinin, Andrei Babkin et al.*3 citations*
240. **[Small Data, Big Impact: Navigating Resource Limitations in Point-of-Interest Recommendation for Individuals with Autism ↗](https://doi.org/10.1145/3726302.3730269)**Ludovico Boratto, Federica Cena, Mirko Marras et al.*3 citations*
241. **[Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3730101)**Wei Wang, Yujie Lin, Moyan Zhang et al.*3 citations*
242. **[Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval ↗](https://doi.org/10.1145/3726302.3730110)**Yongkang Li, Panagiotis Eustratiadis, Simon Lupart et al.*3 citations*
243. **[VAP3: Variation-Aware Prompt Performance Prediction ↗](https://doi.org/10.1145/3726302.3730264)**Negar Arabzadeh, Ebrahim Bagheri A*3 citations*
244. **[Variations in Relevance Judgments and the Shelf Life of Test Collections ↗](https://doi.org/10.1145/3726302.3730308)**Andrew Parry, Maik Fröbe, Harrisen Scells et al.*3 citations*
245. **[Workshop on Explainability in Information Retrieval ↗](https://doi.org/10.1145/3726302.3730361)**Maria Heuss, Catherine Chen, Avishek Anand et al.*3 citations*
246. **[X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3730117)**Guy Hadad, Haggai Roitman, Yotam Eshel et al.*3 citations*
247. **[Zero-Shot Reranking with Large Language Models and Precomputed Ranking Features: Opportunities and Limitations ↗](https://doi.org/10.1145/3726302.3730119)**Maria Movin, Claudia Hauff*3 citations*
248. **[ir_explain: A Python Library of Explainable IR Methods ↗](https://doi.org/10.1145/3726302.3730343)**Sourav Saha, Harsh Agarwal, V Venktesh et al.*3 citations*
249. **[2D Matryoshka Training for Information Retrieval ↗](https://doi.org/10.1145/3726302.3730330)**Shuai Wang, Shengyao Zhuang, Bevan Koopman et al.*2 citations*
250. **[A Comparative Study of Large Language Models and Traditional Privacy Measures to Evaluate Query Obfuscation Approaches ↗](https://doi.org/10.1145/3726302.3730158)**Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro*2 citations*
251. **[A Flexible User Study Platform for Generative Information Retrieval ↗](https://doi.org/10.1145/3726302.3730140)**Yidong Liang, Zhijing Wu, Yuchen He et al.*2 citations*
252. **[A Reproducibility Study of Graph-Based Legal Case Retrieval ↗](https://doi.org/10.1145/3726302.3730282)**Gregor Donabauer, Udo Kruschwitz*2 citations*
253. **[ARC: Approximate Relevant Clip Query in Large-Scale Video Repositories ↗](https://doi.org/10.1145/3726302.3729896)**Yue Chen, Yinan Jing, Ziqiang Yu et al.*2 citations*
254. **[Addressing Missing Data Issue for Diffusion-based Recommendation ↗](https://doi.org/10.1145/3726302.3729890)**Wenyu Mao, Zhengyi Yang, Jiancan Wu et al.*2 citations*
255. **[AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs ↗](https://doi.org/10.1145/3726302.3730133)**Xinyu Mao, Teerapong Leelanupab, Martin Potthast et al.*2 citations*
256. **[An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc ↗](https://doi.org/10.1145/3726302.3730163)**Aldo Porco, Dhruv Mehra, Igor Malioutov et al.*2 citations*
257. **[An Instruction-Response Perspective on Large Language Models in Information Retrieval Tasks ↗](https://doi.org/10.1145/3726302.3730346)**Hideo Joho, Joemon M. Jose*2 citations*
258. **[Augmenting Vision-Language Retrieval: The Role of Multimodal LLMs as Synthetic Data Generators ↗](https://doi.org/10.1145/3726302.3730167)**Aidan Bell, James Gore, Behrooz Mansouri*2 citations*
259. **[Automatic Document Editing for Improved Ranking ↗](https://doi.org/10.1145/3726302.3730168)**Niv Bardas, Tommy Mordo, Oren Kurland et al.*2 citations*
260. **[BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment ↗](https://doi.org/10.1145/3726302.3729901)**Andrey Sakhovskiy, Elena Viktorovna Tutubalina*2 citations*
261. **[Balancing Self-Presentation and Self-Hiding for Exposure-Aware Recommendation Based on Graph Contrastive Learning ↗](https://doi.org/10.1145/3726302.3729900)**Leqi Zheng, Chaokun Wang, Ziyang Liu et al.*2 citations*
262. **[Benchmark Granularity and Model Robustness for Image-Text Retrieval: A Reproducibility Study ↗](https://doi.org/10.1145/3726302.3730290)**Mariya Hendriksen, Shuo Zhang, Ridho Reinanda et al.*2 citations*
263. **[Boosting Retrieval-Augmented Generation with Generation-Augmented Retrieval: A Co-Training Approach ↗](https://doi.org/10.1145/3726302.3729907)**Yubao Tang, Ruqing Zhang, Jiafeng Guo et al.*2 citations*
264. **[Can LLMs Enhance Fairness in Recommendation Systems? A Data Augmentation Approach ↗](https://doi.org/10.1145/3726302.3729917)**Hanzhe Li, Dazhong Shen, Chao Wang et al.*2 citations*
265. **[Characterising Topic Familiarity and Query Specificity Using Eye-Tracking Data ↗](https://doi.org/10.1145/3726302.3730174)**Jiaman He, Zikang Leng, Dana McKay et al.*2 citations*
266. **[CoDIME: A Counterfactual Approach for Dimension Importance Estimation through Click Logs ↗](https://doi.org/10.1145/3726302.3729926)**Guglielmo Faggioli, Nicola Ferro, Raffaele Perego et al.*2 citations*
267. **[CoSRec: A Joint Conversational Search and Recommendation Dataset ↗](https://doi.org/10.1145/3726302.3730319)**Marco Alessio, Simone Merlo, Tommaso Di Noia et al.*2 citations*
268. **[Continual Origin Tracing of LLM-Generated Text ↗](https://doi.org/10.1145/3726302.3729935)**Haoran Li, Quan Wang*2 citations*
269. **[DAR: Dimension-Adaptive Recommendation with Multi-Granular Noise Control ↗](https://doi.org/10.1145/3726302.3729941)**Riwei Lai, Li Chen, Rui Chen et al.*2 citations*
270. **[DePro: Domain Ensemble using Decoupled Prompts for Universal Cross-Domain Retrieval ↗](https://doi.org/10.1145/3726302.3729946)**Kaixiang Chen, Pengfei Fang, Hui Xue*2 citations*
271. **[Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3726302.3730177)**Zhuoxing Wei, Qi Liu, Qingchen Xie*2 citations*
272. **[Doctron: A Web-based Collaborative Annotation Tool for Ground Truth Creation in IR ↗](https://doi.org/10.1145/3726302.3730286)**Ornella Irrera, Stefano Marchesin, Farzad Shami et al.*2 citations*
273. **[ELEC: Efficient Large Language Model-Empowered Click-Through Rate Prediction ↗](https://doi.org/10.1145/3726302.3730188)**Rui Dong, Robin Wentao Ouyang, Xiangzheng Liu*2 citations*
274. **[ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions ↗](https://doi.org/10.1145/3726302.3730333)**Zhiyuan Peng, Jinming Nian, Alexandre Evfimievski et al.*2 citations*
275. **[Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction ↗](https://doi.org/10.1145/3726302.3730184)**Wei Chen, Jiao Li, Jian Lang et al.*2 citations*
276. **[Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training ↗](https://doi.org/10.1145/3726302.3729965)**Yuanzhao Zhai, Huanxi Liu, Zhuo Zhang et al.*2 citations*
277. **[Enhancing Homophily in Heterogeneous Graph Contrastive Learning via Connection Strength and Multi-view Self-Expression ↗](https://doi.org/10.1145/3726302.3729968)**Haosen Wang, Chenglong Shi, Can Xu et al.*2 citations*
278. **[Enhancing Knowledge Injection in Large Language Models for Efficient and Trustworthy Responses ↗](https://doi.org/10.1145/3726302.3730130)**Heydar Soudani*2 citations*
279. **[FairWork: A Generic Framework For Evaluating Fairness In LLM-Based Job Recommender System ↗](https://doi.org/10.1145/3726302.3730145)**Yuhan Hu, Ziyu Lyu, Lu Bai et al.*2 citations*
280. **[From Knowledge Forgetting to Accumulation: Evolutionary Relation Path Passing for Lifelong Knowledge Graph Embedding ↗](https://doi.org/10.1145/3726302.3729982)**Jing Yang, Xinfa Jiang, Xiaowen Jiang et al.*2 citations*
281. **[From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism ↗](https://doi.org/10.1145/3726302.3730347)**Frans van der Sluis, Leif A. Azzopardi, Florian Meier*2 citations*
282. **[GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI ↗](https://doi.org/10.1145/3726302.3730369)**Yashar Deldjoo, Scott Sanner, Enrico Palumbo et al.*2 citations*
283. **[Generate-Distill: Training Cross-Language IR Models with Synthetically-Generated Data ↗](https://doi.org/10.1145/3726302.3730201)**Dawn Lawrie, Efsun Sarioglu Kayi, Eugene Yang et al.*2 citations*
284. **[Graph Spectral Filtering with Chebyshev Interpolation for Recommendation ↗](https://doi.org/10.1145/3726302.3729991)**Chanwoo Kim, Jinho Sung, Yebonn Han et al.*2 citations*
285. **[Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA ↗](https://doi.org/10.1145/3726302.3730203)**Shitian Li, Yongping Du, Mingyang Li*2 citations*
286. **[In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification ↗](https://doi.org/10.1145/3726302.3730213)**Daria Alexander, Arjen P. de Vries*2 citations*
287. **[Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks ↗](https://doi.org/10.1145/3726302.3730303)**Antonios Tragoudaras, Theofanis Aslanidis, Emmanouil Georgios Lionis et al.*2 citations*
288. **[Information Retrieval for Artificial General Intelligence: A New Perspective of Information Retrieval Research ↗](https://doi.org/10.1145/3726302.3730349)**ChengXiang Zhai*2 citations*
289. **[Information Retrieval in Finance: Industry and Academic Perspectives on Innovation ↗](https://doi.org/10.1145/3726302.3731685)**Chung-Chi Chen, Yongjae Lee, Alejandro Lopez-Lira et al.*2 citations*
290. **[Information Retrieval in the Age of Generative AI: The RGB Model ↗](https://doi.org/10.1145/3726302.3730008)**Michele Garetto, Alessandro Cornacchia, Franco Galante et al.*2 citations*
291. **[Insight Agents: An LLM-Based Multi-Agent System for Data Insights ↗](https://doi.org/10.1145/3726302.3731959)**Jincheng Bai, Zhenyu Zhang, Jinlian ZHANG et al.*2 citations*
292. **[Interactive Code Information Integrated Programming Knowledge Tracing ↗](https://doi.org/10.1145/3726302.3730214)**Xueqiang Zeng, Guangcheng Fu, Haofei Chen et al.*2 citations*
293. **[LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry ↗](https://doi.org/10.1145/3726302.3730026)**Xiaopeng Ye, Chen Xu, Zhongxiang Sun et al.*2 citations*
294. **[LLM4Eval: Large Language Model for Evaluation in IR ↗](https://doi.org/10.1145/3726302.3730367)**Clemencia Siro, Hossein A. Rahmani, Mohammad Aliannejadi et al.*2 citations*
295. **[Locality-Sensitive Indexing for Graph-Based Approximate Nearest Neighbor Search ↗](https://doi.org/10.1145/3726302.3730028)**Jun Woo Chung, Huawei Lin, Weijie Zhao*2 citations*
296. **[MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation ↗](https://doi.org/10.1145/3726302.3730031)**Dongho Jeong, Taeri Kim, Donghyeon Cho et al.*2 citations*
297. **[Measuring the Fairness Gap Between Retrieval and Generation in RAG Systems using a Cognitive Complexity Framework ↗](https://doi.org/10.1145/3726302.3730230)**Sandeep Avula, Chaehong Lee, Rongting Zhang et al.*2 citations*
298. **[Meta-Guided Adaptive Weight Learner for Noisy Correspondence ↗](https://doi.org/10.1145/3726302.3730032)**Chenyu Mu, Erkun Yang, Cheng Dan Deng*2 citations*
299. **[Meta-Learning for Incomplete Multimodal Sentiment Analysis ↗](https://doi.org/10.1145/3726302.3730231)**Geng Tu, Tianhao Wu, Xuan Luo et al.*2 citations*
300. **[Mitigating Source Bias with LLM Alignment ↗](https://doi.org/10.1145/3726302.3730038)**Sunhao Dai, Yuqi Zhou, Liang Pang et al.*2 citations*

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