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48th SIGIR 2025: Padua, Italy
- Nicola Ferro, Maria Maistro, Gabriella Pasi, Omar Alonso, Andrew Trotman, Suzan Verberne:
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025. ACM 2025, ISBN 979-8-4007-1592-1
Keynotes
- Ophir Frieder
:
Digital Health. 1-2 - Iryna Gurevych
Please meet AI, Our Dear New Colleague. In other Words: Can Scientists and Machines Truly Cooperate? 3-4 - Stephen Robertson
BM25 and all that - a look back. 5-8
Conversational IR and Intelligent Agents
- Simon Lupart
DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search. 9-19 - Anfu Tang
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation. 20-30 - Guojia An
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation. 31-41 - Yibiao Wei
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems. 42-52 - Renting Rui
Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems. 53-63 - Chuan Meng
Bridging the Gap: From Ad-hoc to Proactive Search in Conversations. 64-74 - Xiaolei Wang
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. 75-84
Benchmarks and Datasets
- Yong Zhou
OmniNER2025: Diverse and Comprehensive Fine-Grained NER Dataset and Benchmark for Chinese. 85-94 - Rikiya Takehi
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help? 95-105 - Baolong Liu
Advancing Ship Re-Identification in the Wild: The ShipReID-2400 Benchmark Dataset and D2InterNet Baseline Method. 106-115 - Xiao Zhou
μDS: Multi-Objective Data Snippet Extraction for Dataset Search. 116-126 - Ning Han
IVCR-200K: A Large-Scale Multi-turn Dialogue Benchmark for Interactive Video Corpus Retrieval. 127-137 - Tianzhe Zhao
Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. 138-147
Evaluation
- Wenbo Zhang
Towards Better Evaluating Multi-Query Sessions: A Measure Based on the Theory of Planned Behavior. 148-158 - Lukas Gienapp
The Viability of Crowdsourcing for RAG Evaluation. 159-169 - Henrik Brådland
A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking. 170-179 - Ronak Pradeep
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models. 180-190 - Yuanzhao Zhai
Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models. 191-200 - Xiaopeng Ye
LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry. 201-211
Domain-specific Applications 1
- Mingzhe Yu
FashionDPO: Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization. 212-222 - Jianfeng Dong
Open-World Fine-Grained Fashion Retrieval with LLM-based Commonsense Knowledge Infusion. 223-232 - Chunyuan Zheng
Adaptive Structure Learning with Partial Parameter Sharing for Post-Click Conversion Rate Prediction. 233-243 - Jingtong Gao
Generative Auto-Bidding with Value-Guided Explorations. 244-254 - Mario Villaizán-Vallelado
AdSight: Scalable and Accurate Quantification of User Attention in Multi-Slot Sponsored Search. 255-265 - Xi He
ULP: Unlabeled Location Prediction from Text. 266-275 - Yaqiong Qiao
Towards Accurate Social User Geolocation: Mean Shift, Incremental Learning and Graph Convolutional Networks. 276-285 - Takehiro Takayanagi
Are Generative AI Agents Effective Personalized Financial Advisors? 286-295
Domain-specific Applications 2
- Shuqi Zhu
Brain Image Reconstruction with Retrieval-Augmented Diffusion. 296-305 - Xiaoshan Yu
LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization. 306-315 - Yang Qin
Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model. 316-325 - Yongxin Cai
A Knowledge Extraction Framework on Cyber Threat Reports with Enhanced Security Profiles. 326-336 - Qiushi Xiong
Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph. 337-347 - Yuhang Su
MIDI-Zero: A MIDI-driven Self-Supervised Learning Approach for Music Retrieval. 348-357 - Yining Zhao
How Cohesive Are Community Search Results on Online Social Networks?: An Experimental Evaluation. 358-369
FATE 1
- Sunhao Dai
Mitigating Source Bias with LLM Alignment. 370-380 - Maria Heuss
RankingSHAP - Faithful Listwise Feature Attribution Explanations for Ranking Models. 381-391 - Qilong Lin
BotBR: Social Bot Detection with Balanced Feature Fusion and Reliability-Enhanced Graph Learning. 392-402 - Wenyi Zhang
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage. 403-413 - Shengyao Zhuang
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks. 414-423 - Pengyang Zhou
Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation. 424-434
FATE 2
- Beizhe Hu
LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation. 435-445 - Michael Soprano
The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment. 446-456 - Kevin Roitero
Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking. 457-467 - Bing Wang
Collaboration and Controversy Among Experts: Rumor Early Detection by Tuning a Comment Generator. 468-478 - Haoran Li
Continual Origin Tracing of LLM-Generated Text. 479-489 - Zihan Ma
Bridging Interests and Truth: Towards Mitigating Fake News with Personalized and Truthful Recommendations. 490-503 - Yuhan Liu
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News. 504-514 - David Elsweiler
Query Smarter, Trust Better? Exploring Search Behaviours for Verifying News Accuracy. 515-526
FATE 3
- Lluís Gómez
Measuring Text-Image Retrieval Fairness with Synthetic Data. 527-538 - Chen Xu
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics. 539-548 - Xiaoye Miao
Fairness-Aware Classification over Incomplete Data. 549-558 - Junyu Lu
Is Having Rationales Enough? Rethinking Knowledge Enhancement for Multimodal Hateful Meme Detection. 559-569 - Hanzhe Li
Can LLMs Enhance Fairness in Recommendation Systems? A Data Augmentation Approach. 570-580
Humans and Interfaces
- Xiaoxi Cui
Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate Prediction. 581-591 - Weikang He
A Pattern-Driven Information Diffusion Prediction Model Based on Multisource Resonance and Cognitive Adaptation. 592-601 - Michele Garetto, Alessandro Cornacchia, Franco Galante, Emilio Leonardi, Alessandro Nordio, Alberto Tarable:
Information Retrieval in the Age of Generative AI: The RGB Model. 602-612 - Niall McGuire
Towards Brain Passage Retrieval: An Investigation of EEG Query Representations. 613-623 - Austin R. Ward
Designing Search Engine Result Pages for Immersive Virtual Reality: Insights from Eye-Tracking and User Perception Data. 624-633 - Yidong Liang
How Users Interact with Generative Information Retrieval Systems: A Study of User Behavior and Search Experience. 634-644 - Tao He
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning. 645-655
Machine Learning 1
- Yang Jiao
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization. 656-667 - Anja Reusch
Reverse-Engineering the Retrieval Process in GenIR Models. 668-677 - Yuntong Hu
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs. 678-687 - Fangfang Li
Heterogeneous Graph Embedding Made More Practical. 688-697 - Taiyan Zhang
Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs. 698-708 - Haosen Wang
Enhancing Homophily in Heterogeneous Graph Contrastive Learning via Connection Strength and Multi-view Self-Expression. 709-718 - Zixu Wang
InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning. 719-728 - Enze Liu
Generative Recommender with End-to-End Learnable Item Tokenization. 729-739
Machine Learning 2
- Seungyoon Choi
Dynamic Time-aware Continual User Representation Learning. 740-749 - Tanishq Dubey
MINTT: Memory Inductive Transfer for Temporal Graph Neural Networks. 750-760 - Reem Bin Hezam
A Generalised and Adaptable Reinforcement Learning Stopping Method. 761-770 - Hongtao Wang
SAFT: Structure-aware Transformers for Textual Interaction Classification. 771-781 - Yuhua Zhao
HCDS: Hierarchical Clustering for Cold-Start Few-Shot Data Selection. 782-791
Image Retrieval
- Yaxiong Wang
Beyond General Alignment: Fine-Grained Entity-Centric Image-Text Matching with Multimodal Attentive Experts. 792-802 - Bohan Hou
FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval. 803-812 - Yongqi Li
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. 813-822 - Zijun Long
Diffusion Augmented Retrieval: A Training-Free Approach to Interactive Text-to-Image Retrieval. 823-832 - Zhe Li
Rethinking Pseudo Word Learning in Zero-Shot Composed Image Retrieval: From an Object-Aware Perspective. 833-843 - Pengxu Chen
Class Activation Values: Lucid and Faithful Visual Interpretations for CLIP-based Text-Image Retrievals. 844-853 - Fei Zhu
Two-Stage Adversarial Training for Deep Hashing via Representation Distillation. 854-863 - Zechao Hu
Unified Category and Style Generalization for Instance-Level Sketch Retrieval. 864-873
Video Retrieval
- Peiyang Liu
Queries Are Not Alone: Clustering Text Embeddings for Video Search. 874-883 - Hangyu Qin
Question-Answering Dense Video Events. 884-894 - Yong Chen
AV-NAS: Audio-Visual Multi-Level Semantic Neural Architecture Search for Video Hashing. 895-905 - Bangde Du
Understanding the Effect of Opinion Polarization in Short Video Browsing. 906-916 - Hao Liu
Gaming for Boundary: Elastic Localization for Frame-Supervised Video Moment Retrieval. 917-926 - Yue Chen
ARC: Approximate Relevant Clip Query in Large-Scale Video Repositories. 927-936 - Yimeng Bai
Unconstrained Monotonic Calibration of Predictions in Deep Ranking Systems. 937-947 - Nawras Alkassab
Techie: Tackling Video Prefetching at Edge Networks as POMDP Via an Intrinsically Motivated RL Agent. 948-957
Multi-modal Retrieval
- Kaixiang Chen
DePro: Domain Ensemble using Decoupled Prompts for Universal Cross-Domain Retrieval. 958-967 - Chenyu Mu
Meta-Guided Adaptive Weight Learner for Noisy Correspondence. 968-978 - Wenze Ma
Generating Difficulty-aware Negative Samples via Conditional Diffusion for Multi-modal Recommendation. 979-988 - Mingrui Lao
Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing. 989-999 - Xinwei Li
Seeing Beyond Hallucinations: LLM-based Compositional Information Extraction for Multimodal Reasoning. 1000-1010 - Zecheng Zhao
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing. 1011-1021 - Xinwei He, Liang Ma
CLIP-AdaM: Adapting Multi-view CLIP for Open-set 3D Object Retrieval. 1022-1032 - Donglin Zhang
Multi-level Encoding with Hierarchical Alignment for Sketch-Based 3D Shape Retrieval. 1033-1043
Biomedical and Health
- Haiping Ma
Reconciling Efficiency and Effectiveness of Exercise Retreival: An Uncertainty Reduction Hashing Approach for Computerized Adaptive Testing. 1044-1054 - Bolin Zhang
Ask and Retrieve Knowledge: Towards Proactive Asking with Imperfect Information in Medical Multi-turn Dialogues. 1055-1065 - Zhihao Chang
General Neural Embedding for Sequence Distance Approximation. 1066-1075 - Chao Wang
ProtChatGPT: Towards Understanding Proteins with Hybrid Representation and Large Language Models. 1076-1086 - Mariano Barone
Combining Evidence and Reasoning for Biomedical Fact-Checking. 1087-1097
Question Answering
- Ruiyang Ren
LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking. 1098-1108 - Tianyu Ren
OBELLA: Open the Book for Evaluating Long-Form Large Language Model Answers in Open-Domain Question Answering. 1109-1119 - Hosein Azarbonyad
Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models. 1120-1129 - Yaxian Wang
GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering. 1130-1140 - Ning Xian
An Empirical Study of Evaluating Long-form Question Answering. 1141-1151
Knowledge and Knowledge Graphs
- Andrey Sakhovskiy
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment. 1152-1164 - Tiesunlong Shen
Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees. 1165-1175 - Yunpeng Wang
Segmentation Similarity Enhanced Semantic Related Entity Fusion for Multi-modal Knowledge Graph Completion. 1176-1185 - Taoyu Su
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective. 1186-1196 - Jing Yang
From Knowledge Forgetting to Accumulation: Evolutionary Relation Path Passing for Lifelong Knowledge Graph Embedding. 1197-1206 - Zhiwen Xie
AdaRPT: An Adaptive Rule Pattern Transfer Model for Fully Inductive Knowledge Graph Reasoning. 1207-1217 - Sirui Huang
HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge. 1218-1228 - Ziqiang Cui
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems. 1229-1239
Natural Language Processing 1
- Weihang Su
Parametric Retrieval Augmented Generation. 1240-1250 - Zhongxiang Sun
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. 1251-1261 - Yuhao Wang
Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation. 1262-1271 - Yiteng Tu
Robust Fine-tuning for Retrieval Augmented Generation against Retrieval Defects. 1272-1282 - Oz Huly
Predicting RAG Performance for Text Completion. 1283-1293 - Teng Shi
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. 1294-1304 - Diji Yang
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing. 1305-1315 - Chenxu Cui
CIRAG: Retrieval-Augmented Language Model with Collective Intelligence. 1316-1326
Natural Language Processing 2
- Kidist Amde Mekonnen
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval. 1327-1338 - Hongru Cai
Exploring Training and Inference Scaling Laws in Generative Retrieval. 1339-1349 - Yuqing Li
Incorporating Communication Style and Interaction of Speakers for Sarcasm Explanation in Dialogue. 1350-1359 - Hieu Man
LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models. 1360-1370 - Wanli Li
Generative Meta-Learning for Zero-Shot Relation Triplet Extraction. 1371-1381 - Haoyu Dong
Reasoning and Retrieval for Complex Semi-structured Tables via Reinforced Relational Data Transformation. 1382-1391
Natural Language Processing 3
- Celso França
Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline. 1392-1401 - Bowen Zhang
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass. 1402-1412 - Zheng Wang
InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning. 1413-1422 - Shiyin Tan
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization. 1423-1433 - Yuxia Wu
Retrieval Augmented Generation for Dynamic Graph Modeling. 1434-1443 - Yuanzhao Zhai
Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training. 1444-1454
RecSys: Sequential 1
- Yuhao Wang
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models. 1455-1465 - Yizhou Dang
Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation. 1466-1475 - Zhuo Cai
Unleashing the Potential of Diffusion Models Towards Diversified Sequential Recommendations. 1476-1486 - Fei Li
Denoising Multi-Interest-Aware Logical Reasoning for Long-Sequence Recommendation. 1487-1496 - Guy Hadad
X-Cross: Dynamic Integration of Language Models for Cross-Domain Sequential Recommendation. 1497-1507 - Ziqi Zhao
Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure. 1508-1518 - Wei Wang
Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation. 1519-1529 - Maolin Wang
STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation. 1530-1540
RecSys: Sequential 2
- Xiaolin Lin
Towards Interest Drift-driven User Representation Learning in Sequential Recommendation. 1541-1551 - Yuanpeng Qu
Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation. 1552-1561 - Xiaoyu Liu
CSRec: Rethinking Sequential Recommendation from A Causal Perspective. 1562-1571 - Jiayi Liao
Multi-Grained Patch Training for Efficient LLM-based Recommendation. 1572-1581 - Qidong Liu
Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation. 1582-1592 - Xiaoxi Cui
Multi-Modal Multi-Behavior Sequential Recommendation with Conditional Diffusion-Based Feature Denoising. 1593-1602 - Yuxin Liao
Mitigating Distribution Shifts in Sequential Recommendation: An Invariance Perspective. 1603-1613 - Guoqing Hu
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings. 1614-1623
RecSys: Sequential 3
- Hye-young Kim
DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation. 1624-1633 - Yuchuan Zhao
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation. 1634-1644 - Kai Zhu
Adaptive User Dynamic Interest Guidance for Generative Sequential Recommendation. 1645-1654 - Jinpeng Chen
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation. 1655-1665 - Minjin Choi
Linear Item-Item Models with Neural Knowledge for Session-based Recommendation. 1666-1675
RecSys: FATE
- Yuqi Zhou
Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop. 1676-1686 - Mingzhe Han
FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation. 1687-1696 - Jieyong Kim
Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation. 1697-1706 - Huizhong Guo
Enhancing New-item Fairness in Dynamic Recommender Systems. 1707-1716 - Jizhi Zhang
Fair Recommendation with Biased-Limited Sensitive Attribute. 1717-1727 - Xuhao Zhao
Social Relation-Level Privacy Risks and Preservation in Social Recommender Systems. 1728-1737
RecSys: Domain-specific
- Xinghe Cheng
NR4DER: Neural Re-ranking for Diversified Exercise Recommendation. 1738-1747 - Guoquan Wang
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation. 1748-1757 - Yu Xia
Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model. 1758-1767 - Lin Zhong
CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language. 1768-1778 - Hailun Zhou
Disentangled Graph Debiasing for Next POI Recommendation. 1779-1788 - Hanyu Li
CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. 1789-1798 - Ke Wang
Enhancing Cross-Domain Recommendation with Plug-In Contrastive Representations from Large Language Models. 1799-1809 - Yimin Shi
You Are What You Bought: Generating Customer Personas for E-commerce Applications. 1810-1819
RecSys: Multimodal
- Jiwan Kim
Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios. 1820-1829 - Jinfeng Xu
COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation. 1830-1839 - Huishi Luo
CDC: Causal Domain Clustering for Multi-Domain Recommendation. 1840-1849 - Dongho Jeong
MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation. 1850-1859 - Hengyu Zhang
Adaptive Graph Integration for Cross-Domain Recommendation via Heterogeneous Graph Coordinators. 1860-1869 - Yu Wang
Intent Representation Learning with Large Language Model for Recommendation. 1870-1879 - Zhiyu He
Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation. 1880-1890
RecSys: LLMs
- Yunjia Xi
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding. 1891-1901 - Zongwei Wang
ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems. 1902-1911 - Bohao Wang
MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender. 1912-1922 - Xinyu Lin
Order-agnostic Identifier for Large Language Model-based Generative Recommendation. 1923-1933 - Chongming Gao
Process-Supervised LLM Recommenders via Flow-guided Tuning. 1934-1943 - Wentao Cheng
Large Language Models Enhanced Hyperbolic Space Recommender Systems. 1944-1953
RecSys: Collaborative Filtering
- Yihong Zhang
Modeling Social Behavior in Collaborative Filtering. 1954-1963 - Chanwoo Kim
Graph Spectral Filtering with Chebyshev Interpolation for Recommendation. 1964-1974 - Mengru Chen
Collaborative Diffusion Models for Recommendation. 1975-1984 - Yu Zhang
Unveiling Contrastive Learning's Capability of Neighborhood Aggregation for Collaborative Filtering. 1985-1994 - Jinfei Gao
Social Context-Aware Community-Level Propagation Prediction. 1995-2005 - Yi Zhang
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation. 2006-2016
RecSys: Graphs
- Anchen Li
Hypercomplex Knowledge Graph-Aware Recommendation. 2017-2026 - Leqi Zheng
Balancing Self-Presentation and Self-Hiding for Exposure-Aware Recommendation Based on Graph Contrastive Learning. 2027-2037 - Yonghui Yang
Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning. 2038-2047 - Junze Chen
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models. 2048-2058 - Changle Qu
Bridging Short Videos and Streamers with Multi-Graph Contrastive Learning for Live Streaming Recommendation. 2059-2069 - Jiwon Son
Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations. 2070-2080 - Yong Chen
VoRec: Enhancing Recommendation with Voronoi Diagram in Hyperbolic Space. 2081-2091
RecSys: Scalability, Embeddings and Training
- Hyunsik Yoo
Embracing Plasticity: Balancing Stability and Plasticity in Continual Recommender Systems. 2092-2101 - Aleksandr V. Petrov
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings. 2102-2111 - Guoxuan Chen
Pre-training for Recommendation Unlearning. 2112-2121 - Hao Deng
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval. 2122-2131 - Chaohua Yang
Multi-scenario Instance Embedding Learning for Deep Recommender Systems. 2132-2141 - Seongmin Park
Why is Normalization Necessary for Linear Recommenders? 2142-2151 - Wenyu Mao
Addressing Missing Data Issue for Diffusion-based Recommendation. 2152-2161
RecSys: Ranking and Adaptivity
- Zhihao Guo
Hyperbolic Multi-Criteria Rating Recommendation. 2162-2171 - Ruoxuan Feng
MGIPF: Multi-Granularity Interest Prediction Framework for Personalized Recommendation. 2172-2181 - Chao Xiong
A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. 2182-2191 - Yi Zhang
DARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic Reward. 2192-2202 - Riwei Lai
DAR: Dimension-Adaptive Recommendation with Multi-Granular Noise Control. 2203-2212 - Kefan Wang
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction. 2213-2223 - Luankang Zhang
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model. 2224-2234 - Shihao Cai
Agentic Feedback Loop Modeling Improves Recommendation and User Simulation. 2235-2244
Reranking
- Norman Knyazev
Learning to Rank with Variable Result Presentation Lengths. 2245-2254 - Shubham Chatterjee
QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking. 2255-2265 - Zechun Niu
Distributionally Robust Optimization for Unbiased Learning to Rank. 2266-2275 - Maria Movin
Zero-Shot Reranking with Large Language Models and Precomputed Ranking Features: Opportunities and Limitations. 2276-2286 - Mandeep Rathee
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets. 2287-2297 - Hailan Yang
Comprehensive List Generation for Multi-Generator Reranking. 2298-2308 - Sheshera Mysore
Bridging Personalization and Control in Scientific Personalized Search. 2309-2319 - Yuelyu Ji
Reason-to-Rank: Distilling Direct and Comparative Reasoning from Large Language Models for Document Reranking. 2320-2329
Search and Ranking 1
- Guglielmo Faggioli
CoDIME: A Counterfactual Approach for Dimension Importance Estimation through Click Logs. 2330-2340 - Tingyang Chen
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search. 2341-2350 - Yu-An Liu
On the Scaling of Robustness and Effectiveness in Dense Retrieval. 2351-2360 - Harrie Oosterhuis
Optimizing Compound Retrieval Systems. 2361-2371 - Julian Killingback
Hypencoder: Hypernetworks for Information Retrieval. 2372-2383 - Kehan Long
Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context Information. 2384-2394 - Nuha Abu Onq
Classifying Term Variants in Query Formulation. 2395-2406 - Yuxuan Zong
Towards Lossless Token Pruning in Late-Interaction Retrieval Models. 2407-2417
Search and Ranking 2
- Jun Woo Chung
Locality-Sensitive Indexing for Graph-Based Approximate Nearest Neighbor Search. 2418-2428 - Shiguang Wu
Constrained Auto-Regressive Decoding Constrains Generative Retrieval. 2429-2440 - Yubao Tang
Boosting Retrieval-Augmented Generation with Generation-Augmented Retrieval: A Co-Training Approach. 2441-2451 - Yongkang Li
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval. 2452-2462 - Zhen Zhang
Hybrid Advertising in the Sponsored Search. 2463-2472 - Min Zhang
UPPR+: Scaling Uncertain Personalised PageRank Computation on Billion-Sized Graphs with Mutually Exclusive Edges. 2473-2482
Efficiency
- Mugeng Liu
WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers. 2483-2492 - Ferdinand Schlatt
TITE: Token-Independent Text Encoder for Information Retrieval. 2493-2503 - Jan Luca Scheerer
WARP: An Efficient Engine for Multi-Vector Retrieval. 2504-2512 - Cheng Zhang
Highly Efficient Disk-based Nearest Neighbor Search on Extended Neighborhood Graph. 2513-2523 - Zheng Bian
IGP: Efficient Multi-Vector Retrieval via Proximity Graph Index. 2524-2533 - Francesco Busolin, Claudio Lucchese, Franco Maria Nardini
Efficient Re-ranking with Cross-encoders via Early Exit. 2534-2544
Short Research Papers
- David Otero
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation. 2545-2549 - Yili Wang
HTGformer: Heterogeneous Temporal Graph Transformer. 2550-2554 - Jiahao Liu
Unbiased Collaborative Filtering with Fair Sampling. 2555-2559 - Jiahao Liu
Improving LLM-powered Recommendations with Personalized Information. 2560-2565 - Jiahao Liu
AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations. 2566-2571 - Xinjie Shen
Exploring ℓ0 Sparsification for Inference-free Sparse Retrievers. 2572-2576 - Guilherme Ramos
Private Preferences, Public Rankings: A Privacy-Preserving Framework for Marketplace Recommendations. 2577-2581 - Dario Di Palma
Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. 2582-2586 - Shui Liu
NAM: A Normalization Attention Model for Personalized Product Search In Fliggy. 2587-2591 - Yinjiang Cai
Interest Changes: Considering User Interest Life Cycle in Recommendation System. 2592-2596 - Shion Ishikawa
Counterfactual Model Selection in Contextual Bandits. 2597-2601 - Jiaman He
Characterising Topic Familiarity and Query Specificity Using Eye-Tracking Data. 2602-2606 - Hongxiang Lin
Improving Link Sign Prediction in Signed Bipartite Graphs via Balanced Line Graphs. 2607-2611 - Hongxiang Lin
Multi-Interest Matching for Personalized News Recommendation with Large Language Models. 2612-2616 - Djoerd Hiemstra
Score-Fitted Indexes and Constant Length Indexes for Information Retrieval. 2617-2621 - Francesco Luigi De Faveri
Evaluating Multi-Dimensional Cumulated Utility in Information Retrieval. 2622-2626 - Xiana Carrera
Generating Effective Health-Related Queries for Promoting Reliable Search Results. 2627-2631 - William Fleshman
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation. 2632-2636 - Mozhgan Talebpour
Bias in Language Models: Interplay of Architecture and Data? 2637-2641 - Tsai-Tsung Chen
Dynamic Margin-based Contrastive Learning for Robust Negative Sampling in Information Retrieval. 2642-2646 - Yue Zhang
UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge. 2647-2651 - Jian Zhang
EIoU-EMC: A Novel Loss for Domain-specific Nested Entity Recognition. 2652-2657 - Yue Dai
Graph-Based Multimodal Contrastive Learning for Chart Question Answering. 2658-2663 - Rui Dong
ELEC: Efficient Large Language Model-Empowered Click-Through Rate Prediction. 2664-2668 - Erhan Zhang
Exploring Human-Like Thinking in Search Simulations with Large Language Models. 2669-2673 - Arthur Satouf
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. 2674-2678 - Hansi Zeng
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs. 2679-2684 - Sijin Lu
Dual Debiasing in LLM-based Recommendation. 2685-2689 - Chenglong Ma
PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation. 2690-2694 - Qingqing Long
Learning Resistant Binary Descriptors Against Noise for Efficient Image Retrieval. 2695-2699 - Siyuan Li
Graph-Augmented Retrieval with Memory-Driven Reasoning and Constraint-Aware Filtering for MultiHop QA. 2700-2705 - Yong-En Tian
Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval. 2706-2710 - Francesco Luigi De Faveri
A Comparative Study of Large Language Models and Traditional Privacy Measures to Evaluate Query Obfuscation Approaches. 2711-2716 - Robin Ungruh
From Monolith to Mosaic: Uncovering Behavioral Differences for Choice Models in Recommender Systems Simulations. 2717-2722 - Weronika Lajewska
GINGER: Grounded Information Nugget-Based Generation of Responses. 2723-2727 - Xueqiang Zeng
Interactive Code Information Integrated Programming Knowledge Tracing. 2728-2732 - Jie Wu
Retrieving Tables via Inter- and Intra-Content Contrastive Representation Learning. 2733-2737 - Marco Braga
Investigating Task Arithmetic for Zero-Shot Information Retrieval. 2738-2743 - Wei Chen
Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction. 2744-2748 - Cristina Ioana Muntean
Efficient Conversational Search via Topical Locality in Dense Retrieval. 2749-2753 - Kiryl Liakhnovich
SMMR: Sampling-Based MMR Reranking for Faster, More Diverse, and Balanced Recommendations and Retrieval. 2754-2758 - Nandan Thakur
Assessing Support for the TREC 2024 RAG Track: A Large-Scale Comparative Study of LLM and Human Evaluations. 2759-2763 - Qingzhi He
Large Models are Good Annotators for Zero-Shot Learning. 2764-2768 - Zheyu Chen
Squeeze and Excitation: A Weighted Graph Contrastive Learning for Collaborative Filtering. 2769-2773 - Shirin Seyedsalehi
Bias-Aware Curriculum Sampling For Fair Ranking. 2774-2778 - Niv Bardas
Automatic Document Editing for Improved Ranking. 2779-2783 - Negar Arabzadeh
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance Judgment. 2784-2788 - Aldo Porco
An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc. 2789-2793 - Negar Arabzadeh
VAP3: Variation-Aware Prompt Performance Prediction. 2794-2799 - Kap Thang
Translative Neural Team Recommendation: From Multilabel Classification to Sequence Prediction. 2800-2806 - Yige Yuan
Fact-Level Calibration and Correction for Long-Form Generations. 2807-2811 - Paul Thomas
System Comparison Using Automated Generation of Relevance Judgements in Multiple Languages. 2812-2816 - Mengxiao Song
Dual-perspective Data Augmentation and Curriculum Learning Framework for Low-resource Complex Named Entity Recognition. 2817-2821 - Qiwei Wang
FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences. 2822-2826 - Rishav Ranaut
Text Obsoleteness Detection using Large Language Models. 2827-2831 - Naihe Feng
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality. 2832-2836 - Kyusik Kim
Conversational Argument Search Under Selective Exposure: Strategies for Balanced Perspective Access. 2837-2842 - Xin Song
LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction. 2843-2847 - Jeongho Kim
ReCDAP: Relation-based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion. 2848-2852 - Aurélien Bournonville, Gaël Dias, Thomas Largillier
Multilingual Evaluation of Main Content Extractors for Web Pages. 2853-2857 - Maik Fröbe
Large Language Model Relevance Assessors Agree With One Another More Than With Human Assessors. 2858-2863 - Maximilian Heinrich
Axiomatic Re-Ranking for Argument Retrieval. 2864-2869 - Junzhe Jiang
GEAR: Generalized Alternating Regressor for Multi-Behavior Sequential Recommendation. 2870-2874 - Jack McKechnie
Measuring Hypothesis Testing Errors in the Evaluation of Retrieval Systems. 2875-2879 - Mao Pan
Hierarchical User Long-term Behavior Modeling for Click-Through Rate Prediction. 2880-2884 - Heyuan Huang
Training-free Periodic Interest Augmentation in Incremental Recommendation. 2885-2889 - Susmita Das
In-Context Learning as an Effective Estimator of Functional Correctness of LLM-Generated Code. 2890-2894 - Bingbing Wang
More Than Just A Conversation: A Multi-agent Reasoning Graph Knowledge Distillation for Conversational Stance Detection. 2895-2899 - Andreas Chari
Lost in Transliteration: Bridging the Script Gap in Neural IR. 2900-2905 - Namjun Lee
SEALR: Sequential Emotion-Aware LLM-Based Personalized Recommendation System. 2906-2910 - Geng Tu
Meta-Learning for Incomplete Multimodal Sentiment Analysis. 2911-2915 - Zeyan Liang
Document Similarity Enhanced IPS Estimation for Unbiased Learning to Rank. 2916-2920 - Ruihan Zhu
Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs. 2921-2925 - Dawn J. Lawrie
Generate-Distill: Training Cross-Language IR Models with Synthetically-Generated Data. 2926-2930 - Andreas Konstantin Kruff
Evaluating Contrastive Feedback for Effective User Simulations. 2931-2935 - Franco Maria Nardini
Effective Inference-Free Retrieval for Learned Sparse Representations. 2936-2940 - Aparup Khatua
Evaluating LLMs' (In)ability to Follow Prompts in QA Tasks. 2941-2945 - Wing Yan Li
Are Information Retrieval Approaches Good at Harmonising Longitudinal Surveys in Social Science? 2946-2950 - Szu-Ju Chen
Retrieving the Right Law: Enhancing Legal Search with Style Translation. 2951-2955 - Shiva Soleimany
Reinforcement Learning for Effective Few-Shot Ranking. 2956-2961 - Janak Kapuriya
Exploring the Role of Diversity in Example Selection for In-Context Learning. 2962-2966 - Mikhail Baklanov
Refining Fidelity Metrics for Explainable Recommendations. 2967-2971 - Gregory Polyakov
Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. 2972-2976 - Daria Alexander
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification. 2977-2981 - João Coelho, Bruno Martins
Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization. 2982-2986 - Shanxiu He
Low-Cost Document Retrieval with Dense Pseudo-Query Encoding. 2987-2993 - Sandeep Avula
Measuring the Fairness Gap Between Retrieval and Generation in RAG Systems using a Cognitive Complexity Framework. 2994-2998 - Jinrui Gou
Fast and Effective Early Termination for Simple Ranking Functions. 2999-3003 - Parker Carlson
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval. 3004-3009 - Revanth Gangi Reddy
A Large-Scale Study of Reranker Relevance Feedback at Inference. 3010-3014 - Juyeon Kim
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking. 3015-3019 - Hao Deng
HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation. 3020-3024 - Ruida Hu
Understanding Large Language Model Performance in Software Engineering: A Large-scale Question Answering Benchmark. 3025-3029 - Qunwei Li
Towards Principled Learning for Re-ranking in Recommender Systems. 3030-3034 - Kenya Abe
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries. 3035-3039 - Xintong Song
Bridging Time Gaps: Temporal Logic Relations for Enhancing Temporal Reasoning in Large Language Models. 3040-3044 - Angel Felipe Magnossão de Paula
The Effects of Demographic Instructions on LLM Personas. 3045-3049 - Aidan Bell
Augmenting Vision-Language Retrieval: The Role of Multimodal LLMs as Synthetic Data Generators. 3050-3054 - Mouly Dewan
LLM-Driven Usefulness Labeling for IR Evaluation. 3055-3059 - Ernest Kirubakaran Selvaraj
Permutation-Invariant Transformers for Attribute Embeddings in Information Retrieval. 3060-3064 - Woojun Jung
HAETAE: In-domain Table Pretraining with Header Anchoring. 3065-3069 - Linlin Ding
RSGEA: Relationship Structure Line Graph for Semi-supervised Entity Alignment based on Edge Weight Adjustment. 3070-3074 - Junwei Xu
HiLTV: Hierarchical Multi-Distribution Modeling for Lifetime Value Prediction in Online Games. 3075-3079 - Choongwon Park
LLM as User Simulator: Towards Training News Recommender without Real User Interactions. 3080-3084 - Yoori Oh
Understanding Audio-Text Retrieval Through Singular Value Decomposition. 3085-3089 - Zhuoxing Wei
Deep Multiple Quantization Network on Long Behavior Sequence for Click-Through Rate Prediction. 3090-3094
Low Resource Environment Papers
- Olusesan Michael Awoleye
Leveraging Artificial Intelligence-Powered Virtual Assistant for Information Retrieval in Indigenous Agriculture: Insights from Nigeria. 3095-3097 - Tilahun Yeshambel
Dense Retrieval for Low Resource languages - the Case of Amharic Language. 3098-3100 - Stanley Ndebvu
Advancing Chichewa IR. 3101-3103 - Joseph P. Telemala
Towards Enhanced Agricultural Information Access in Kiswahili: Integrating Knowledge Graphs and Retrieval-Augmented Generation. 3104-3106 - Maria Soledad Pera
Some Things Never Change: Overcoming Persistent Challenges in Children IR. 3107-3109 - Ludovico Boratto
Small Data, Big Impact: Navigating Resource Limitations in Point-of-Interest Recommendation for Individuals with Autism. 3110-3112 - Hunter Briegel
IR for AAC Users: A Hyperdimensional Computing (Vector Symbolic Architectures) Approach. 3113-3115 - Silvio Martinico
Efficient Approximate Nearest Neighbor Search on a Raspberry Pi. 3116-3118 - Md. Danish Kalim
When Less is Enough: Optimizations for Low-Cost Recommendation Systems. 3119-3121 - Jean Petit Bikim
Fair Access to Food Data in Africa: An Approach Based on Retrieval-Augmented Generation. 3122-3124
Reproducibility Papers
- Shuai Wang
2D Matryoshka Training for Information Retrieval. 3125-3134 - Gregor Donabauer
A Reproducibility Study of Graph-Based Legal Case Retrieval. 3135-3144 - Dawn J. Lawrie
A Reproducibility Study of LLM Setwise Reranker with Heapsort. 3145-3154 - Faisal Shehzad
A Worrying Reproducibility Study of Intent-Aware Recommendation Models. 3155-3164 - Zijian Chen
Accelerating Listwise Reranking: Reproducing and Enhancing FIRST. 3165-3172 - Le Nguyen
Assessing Effective Token Length of Multimodal Models for Text-to-Image Retrieval. 3173-3182 - Mariya Hendriksen
Benchmark Granularity and Model Robustness for Image-Text Retrieval: A Reproducibility Study. 3183-3193 - Negar Arabzadeh
Benchmarking LLM-based Relevance Judgment Methods. 3194-3204 - Jakub Podolak
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion. 3205-3213 - Naghmeh Farzi
Does UMBRELA work on other LLMs? 3214-3222 - Jimmy Lin
Gosling Grows Up: Retrieval with Learned Dense and Sparse Representations Using Anserini. 3223-3233 - Antonios Tragoudaras
Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks. 3234-3243 - Hrishita Chakrabarti
Inside Out 2: Make Room for New Emotions & LLM: A Reproducibility Study of the Emotional Side of Search in the Classroom. 3244-3254 - Oliver Savolainen
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions. 3255-3264 - Zechun Niu
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study. 3265-3275 - Zheng Yao
Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition. 3276-3285 - Jonathan J. Ross
RARR Unraveled: Component-Level Insights into Hallucination Detection and Mitigation. 3286-3295 - Shuai Wang
Reassessing Large Language Model Boolean Query Generation for Systematic Reviews. 3296-3305 - Dilina Chandika Rajapakse
Reassessing the Effectiveness of Reinforcement Learning based Recommender Systems for Sequential Recommendation. 3306-3314 - Reyhaneh Goli
Refined Medical Search via Dense Retrieval and User Interaction. 3315-3324 - Zhen Zhang
Replication and Exploration of Generative Retrieval over Dynamic Corpora. 3325-3334 - Jingfen Qiao
Reproducibility, Replicability, and Insights into Visual Document Retrieval with Late Interaction. 3335-3345 - Coen van den Elsen
Reproducing NevIR: Negation in Neural Information Retrieval. 3346-3356 - Matej Mosnar
Revisiting Algorithmic Audits of TikTok: Poor Reproducibility and Short-term Validity of Findings. 3357-3366 - Cesare Campagnano
Unveiling DIME: Reproducibility, Generalizability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval. 3367-3376 - Yiling Tao
Unlearning for Federated Online Learning to Rank: A Reproducibility Study. 3377-3386 - Andrew Parry
Variations in Relevance Judgments and the Shelf Life of Test Collections. 3387-3397
Resource Papers
- Yifan He
Tip of the Tongue Query Elicitation for Simulated Evaluation. 3398-3407 - Alistair Moffat
A Flexible Resource for Top-Weighted Comparisons Between Sets and Rankings. 3408-3411 - Kayhan Latifzadeh
A Versatile Dataset of Mouse and Eye Movements on Search Engine Results Pages. 3412-3421 - Vadym Gryshchuk
An EEG Dataset of Word-level Brain Responses for Semantic Text Relevance. 3422-3432 - Qiaosheng Chen
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph. 3433-3443 - Armin Toroghi
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge. 3444-3454 - Zahra Abbasiantaeb
Conversational Gold: Evaluating Personalized Conversational Search System Using Gold Nuggets. 3455-3465 - Marco Alessio
CoSRec: A Joint Conversational Search and Recommendation Dataset. 3466-3477 - Alberto Carlo Maria Mancino
DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems. 3478-3487 - Ornella Irrera
Doctron: A Web-based Collaborative Annotation Tool for Ground Truth Creation in IR. 3488-3497 - Preetam Prabhu Srikar Dammu
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets. 3498-3508 - Zhiyuan Peng
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions. 3509-3519 - Mark D. Smucker
Extending MovieLens-32M to Provide New Evaluation Objectives. 3520-3529 - Enes Altuncu
FACTors: A New Dataset for Studying the Fact-checking Ecosystem. 3530-3539 - Chen Xu
FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval. 3540-3550 - Shrestha Mohanty
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents. 3551-3562 - Sourav Saha
ir_explain: A Python Library of Explainable IR Methods. 3563-3572 - Weihang Su
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System. 3573-3583 - Andrea Pasin
KIMERA: From Evaluation-as-a-Service to Evaluation-in-the-Cloud. 3584-3594 - Tommy Mordo
LEMSS: LLM-Based Platform for Multi-Agent Competitive Search Simulation. 3595-3605 - Haitao Li
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation. 3606-3615 - Qinhan Yu
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation. 3616-3626 - Arezo Shakeri
MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection. 3627-3637 - Lingxi Cui
nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery. 3638-3647 - Riccardo Lunardi
PILs of Knowledge: A Synthetic Benchmark for Evaluating Question Answering Systems in Healthcare. 3648-3658 - Jie Zou
PSCon: Product Search Through Conversations. 3659-3669 - Jia Chen
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions. 3670-3680 - Sahel Sharifymoghaddam
RankLLM: A Python Package for Reranking with LLMs. 3681-3690 - Björn Engelmann
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic Resources. 3691-3701 - Santiago de Leon-Martinez
RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces. 3702-3711 - Corbin Rosset
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for Deep Research. 3712-3722 - Benjamin Vendeville
Resource for Error Analysis in Text Simplification: New Taxonomy and Test Collection. 3723-3732 - Xiaoqing Zhang
SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing. 3733-3742 - Ashmi Banerjee
SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Data Generation for Personalized Tourism Recommenders. 3743-3752 - Prachuryya Kaushik
TAFSIL: Taxonomy Adaptable Fine-grained Entity Recognition through Distant Supervision for Indian Languages. 3753-3763 - Tim Hagen
TIREx Tracker: The Information Retrieval Experiment Tracker. 3764-3771 - Heng Er Metilda Chee
U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization. 3772-3781 - Grigor Bezirganyan
LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data. 3782-3791 - Jonathan Gerber
WebClasSeg-25: A Dual-Classified Webpage Segmentation Dataset - Integrating Functional and Maturity-Based Analysis. 3792-3801 - Michael Dinzinger
WebFAQ: A Multilingual Collection of Natural Q&A Datasets for Dense Retrieval. 3802-3811 - Aneta Koleva
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables. 3812-3820 - Jamshid Mozafari
WikiHint: A Human-Annotated Dataset for Hint Ranking and Generation. 3821-3831 - Jamshid Mozafari
Wrong Answers Can Also Be Useful: PlausibleQA - A Large-Scale QA Dataset with Answer Plausibility Scores. 3832-3842
Perspective Papers
- Hideo Joho
An Instruction-Response Perspective on Large Language Models in Information Retrieval Tasks. 3843-3852 - Frans van der Sluis
From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism. 3853-3864 - Krisztian Balog
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation. 3865-3875 - ChengXiang Zhai
Information Retrieval for Artificial General Intelligence: A New Perspective of Information Retrieval Research. 3876-3886 - Yashar Moshfeghi
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities. 3887-3898 - Mohanna Hoveyda
Adaptive Orchestration of Modular Generative Information Access Systems. 3899-3910 - Chirag Shah
From To-Do to Ta-Da: Transforming Task-Focused IR with Generative AI. 3911-3921 - Sunhao Dai
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search. 3922-3931 - Yashar Deldjoo
Toward Holistic Evaluation of Recommender Systems Powered by Generative Models. 3932-3942 - Tetsuya Sakai
My System Is As Effective As Yours: Reproducibility, Sustainability, and More. 3943-3953
Demo Papers
- Sayantan Polley
RelEx: An XAI-Enhanced Relevance Feedback Model for User-Adaptive Explanations. 3954-3958 - Xinyu Mao
AiReview: An Open Platform for Accelerating Systematic Reviews with LLMs. 3959-3963 - Yuhan Hu
FairWork: A Generic Framework For Evaluating Fairness In LLM-Based Job Recommender System. 3964-3968 - Yi Xu
DeepReport: An AI-assisted Idea Generation System for Scientific Research. 3969-3973 - Sean MacAvaney
Artifact Sharing for Information Retrieval Research. 3974-3979 - Benedikt Kantz
OnSET: Ontology and Semantic Exploration Toolkit. 3980-3984 - Farzad Shami
Fact Verification in Knowledge Graphs Using LLMs. 3985-3989 - Ruijie Wang
NLQxform-UI: An Interactive and Intuitive Scholarly Question Answering System. 3990-3993 - Radin Hamidi Rad
ROKSANA: An Open-Source Toolkit for Robust Graph-Based Keyword Search. 3994-3998 - Eugene Yang
Nugget-based Annotation Protocol and Tool For Evaluating Long-form Retrieval-Augmented Generation. 3999-4003 - Saron Samuel
MMMORRF: Multimodal Multilingual MOdularized Reciprocal Rank Fusion. 4004-4009 - Hadi Ghaemi
Advancing Scientific Knowledge Retrieval and Reuse with a Novel Digital Library for Machine-Readable Knowledge. 4010-4014 - Markus Nilles
Conversational Bibliographic Search. 4015-4019 - Sirina Håland
Navigating Speech Recording Collections with AI-Generated Illustrations. 4020-4024 - Mariano Barone
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification. 4025-4029 - Ayush Kumar Shah
Multimodal Search in Chemical Documents and Reactions. 4030-4034 - Craig Macdonald
Constructing and Evaluating Declarative RAG Pipelines in PyTerrier. 4035-4040 - Abhisek Dey
Targeted Multi-Modal Passage Search for Molecules and their Synthesis Pathways. 4041-4045 - Kevin Ros
InstInfo: A Just-in-Time Literature Recommendation System for Presentations. 4046-4050 - Fumian Chen
CoachGPT: A Scaffolding-based Academic Writing Assistant. 4051-4055 - Dean E. Alvarez
TINK: Text Information Navigation Kit. 4056-4060 - Xueguang Ma
Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality. 4061-4065 - Yidong Liang
A Flexible User Study Platform for Generative Information Retrieval. 4066-4070 - Guido Zuccon
ReviewHQ: An API-Based System for Reviewer Assignment and Quality Control in Research Conferences. 4071-4075 - Diarmuid O'Reilly-Morgan
NodeRec+: A Lightweight Framework for Federated Recommender Systems. 4076-4080 - Ashish Chouhan
ClusterChat: Multi-Feature Search for Corpus Exploration. 4081-4085
Tutorials
- Yang Deng
Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access. 4086-4089 - Chung-Chi Chen
Information Retrieval in Finance: Industry and Academic Perspectives on Innovation. 4090-4093 - Fengran Mo
Conversational Search: From Fundamentals to Frontiers in the LLM Era. 4094-4097 - Yifei Yuan
Query Understanding in LLM-based Conversational Information Seeking. 4098-4101 - Joel Mackenzie
Efficient In-Memory Inverted Indexes: Theory and Practice. 4102-4105 - Guido Zuccon
R2LLMs: Retrieval and Ranking with LLMs. 4106-4109 - Xinze Li
Long Context vs. RAG: Strategies for Processing Long Documents in LLMs. 4110-4113 - Markus Schedl
Psychological Aspects in Retrieval and Recommendation. 4114-4117 - Weihang Su
Dynamic and Parametric Retrieval-Augmented Generation. 4118-4121 - Andrew Yates
Neural Lexical Search with Learned Sparse Retrieval. 4122-4125 - Chen Xu
Fairness in Information Retrieval from an Economic Perspective. 4126-4129 - Fernando Diaz
The Second Tutorial on Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. 4130-4133 - Xinyu Lin
Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment. 4134-4137 - Krisztian Balog
Theory and Toolkits for User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation. 4138-4141
Workshop Summaries
- Yu-An Liu
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval. 4142-4145 - Noemi Mauro
2nd Workshop on Information Retrieval for Understudied Users (IR4U2) - Bridging User-centered AI with IR: Making Information Retrieval Accessible for All. 4146-4149 - Alejandro Bellogín
International Workshop on Algorithmic Bias in Search and Recommendation (BIAS 2025). 4150-4152 - Sebastian Bruch
ReNeuIR at SIGIR 2025: The Fourth Workshop on Reaching Efficiency in Neural Information Retrieval. 4153-4156 - Yubin Kim
SIGIR 2025 Workshop on eCommerce (ECOM25): From Research to Product: Challenges, Lessons, and Opportunities in eCommerce Search and Recommendations. 4157-4159 - Ralf Krestel
6th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2025). 4160-4163 - Maria Heuss
Workshop on Explainability in Information Retrieval. 4164-4167 - Negar Arabzadeh
IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems. 4168-4171 - Philipp Schaer
Second SIGIR Workshop on Simulations for Information Access (Sim4IA 2025). 4172-4175 - Yujia Zhou
The 1st NIP@IR Workshop on New Interaction Paradigms for Information Retrieval in the Era of Generative AI. 4176-4179 - Pengyue Jia
AgentIR: 2nd Workshop on Agent-based Information Retrieval. 4180-4183 - Fengbin Zhu
FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI. 4184-4187 - Clemencia Siro
LLM4Eval: Large Language Model for Evaluation in IR. 4188-4191 - Bart van den Hurk
MANILA25: SIGIR 2025 Workshop on Information Retrieval for Climate Impact. 4192-4194 - Yashar Deldjoo
GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI. 4195-4198 - David Carmel
The LiveRAG Challenge at SIGIR 2025. 4199-4201
Doctoral Consortium
- Eliseo Bao
Towards Explainable and Safe Systems for Health Data. 4202 - Haya Nachimovsky
Strategic Multi-Agent Dynamics in Competitive IR. 4203 - Katelyn Harlan
Search Efficiency for Score-at-a-Time Retrieval. 4204 - Jüri Keller
Continuous Evaluation in Information Retrieval Across Methods and Time. 4205 - Tommy Mordo
The Agent Perspective In LLM-Based Strategic Information Retrieval Ecosystems. 4206 - Zahra Abbasiantaeb
Conversational Search: Towards Personalization and Evaluation. 4207 - Maryam Amirizaniani
Enhancing AI Agents with Human Theory of Mind (ToM) for Context-Aware Actions. 4208 - William A. Ingram
Evaluating the Impact of Automated Labeling on Retrieval Instability in Neural IR. 4209 - Watheq Mansour
Towards Efficient and Effective Multi-modal Retrieval. 4210 - Heydar Soudani
Enhancing Knowledge Injection in Large Language Models for Efficient and Trustworthy Responses. 4211 - Samy Ateia
From Professional Search to Generative Deep Research Systems: How Can Expert Oversight Improve Search Outcomes? 4212
SIRIP
- Yue Meng
A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao. 4213-4218 - Xuan Ma
Graph Isomorphism Network-Based Cohort Modeling In Click-Through Rate Prediction. 4219-4223 - Chaosheng Dong
MO-LightGBM: A Library for Multi-objective Learning to Rank with LightGBM. 4224-4228 - Rupesh Gupta
Retrieval for Semantic People Search. 4229-4233 - Zheng Chai
Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders. 4234-4238 - Min Zhang
Negative Exclusion Filtering: Optimizing Ad Delivery Efficiency for Large-Scale Social Media Platforms. 4239-4243 - Jingying Zeng
Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce. 4244-4248 - Yizhou Sang
Post-event Modeling via Causal Optimal Transport for CTR Prediction. 4249-4253 - Youngjune Lee
IRA: Adaptive Interest-aware Representation and Alignment for Personalized Multi-interest Retrieval. 4254-4258 - Zheng Fang
ADORE: Autonomous Domain-Oriented Relevance Engine for E-commerce. 4259-4263 - Hanzhong Liang
Embedding-based Retrieval in Multi-Modal Content Moderation. 4264-4268 - Zihan Niu
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval. 4269-4274 - Wei Bao
GRAIN: Group-Reinforced Adaptive Interaction Network for Cold-Start CTR Prediction in E-commerce Search. 4275-4279 - Amritpal Singh Gill
From Keywords to Concepts: A Late Interaction Approach to Semantic Product Search on IKEA.com. 4280-4283 - Zihan Xia
SuperRS: Multi Scenario Reciprocal-Aware Dual MoE for Unified Recommendation-Search Ranking. 4284-4288 - Qi Zheng
MAAQR: An LLM-based Multi-Agent Framework for Adaptive Query Rewriting in Alipay Search. 4289-4293 - Yedan Shen
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search. 4294-4298 - Zhenhui Liu
Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising. 4299-4303 - Ankith Karat, Atishay Tibrewal, Nishka Kotian, Manan Dang, Ravindra Valluri, Antony Ravi Teja Marineni, Sarthak Sahni, Rhea Sundaresan, Ankit Kumar, Aditya Mehndiratta
A System for Triggering Sports Instant Answers on Search Engines. 4304-4308 - Ali Hooshmand
Defining & Optimizing Quality of LinkedIn's Content Search. 4309-4313 - Chen Luo
Language Model Alignment for Conversational Shopping at Amazon. 4314-4318 - István Varga
Inquiry Assistant Using LLM-Generated Knowledge Graphs. 4319-4323 - Lei Shen
Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising. 4324-4328 - Junpeng Hou
Optimize Visual Shopping Journey with Embedding-based Retrieval in Pinterest Closeup. 4329-4334 - Jincheng Bai
Insight Agents: An LLM-Based Multi-Agent System for Data Insights. 4335-4339 - Sandra Garcia-Esparza
Towards Improving Image Quality in Second-Hand Marketplaces with LLMs. 4340-4344 - Clark Mingxuan Ju
Learning Universal User Representations Leveraging Cross-domain User Intent at Snapchat. 4345-4349 - Adeep Hande
Content Moderation in TV Search: Balancing Policy Compliance, Relevance, and User Experience. 4350-4354 - Jingxu Xu
Towards More Relevant Product Search Ranking with Fulfillment Intent Understanding. 4355-4359 - Mengyue Zhao
Ontology-Guided Knowledge Graph Retrieval for Multi-Hop and Cross-Granularity Store Fulfillment Queries. 4360-4364 - Ajit Puthenputhussery
Large Scale Deployment of BERT Based Cross Encoder Model for Re-Ranking in Walmart Search Engine. 4365-4369 - Taoran Sheng
Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer. 4370-4374 - Phaniram Sayapaneni
Robust Inverse Retrieval in Online Advertising with Contrastive Learning. 4375-4379 - Zhen Gong
Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation. 4380-4384 - Julia Belikova
Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs. 4385-4389
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