C Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (2024)

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Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

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Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

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Clinical Trial Retrieval via Multi-grained Similarity Learning.

Junyu Luo|Cheng Qian|Lucas Glass|Fenglong Ma

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AgentIR: 1st Workshop on Agent-based Information Retrieval.

Qingpeng Cai|Xiangyu Zhao|Ling Pan|Xin Xin|Jin Huang|Weinan Zhang|Li Zhao|Dawei Yin|Grace Hui Yang

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CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation.

Xiaolong Xu|Hongsheng Dong|Lianyong Qi|Xuyun Zhang|Haolong Xiang|Xiaoyu Xia|Yanwei Xu|Wanchun Dou

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Adaptive In-Context Learning with Large Language Models for Bundle Generation.

Zhu Sun|Kaidong Feng|Jie Yang|Xinghua Qu|Hui Fang|Yew-Soon Ong|Wenyuan Liu

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Scalable Community Search over Large-scale Graphs based on Graph Transformer.

Yuxiang Wang|Xiaoxuan Gou|Xiaoliang Xu|Yuxia Geng|Xiangyu Ke|Tianxing Wu|Zhiyuan Yu|Runhuai Chen|Xiangying Wu

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Multi-intent-aware Session-based Recommendation.

Minjin Choi|Hye-young Kim|Hyunsouk Cho|Jongwuk Lee

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What Matters in a Measure? A Perspective from Large-Scale Search Evaluation.

Paul Thomas|Gabriella Kazai|Nick Craswell|Seth Spielman

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Convex Feature Embedding for Face and Voice Association.

Jiwoo Kang|Taewan Kim|Young-Ho Park

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Large Language Models for Intent-Driven Session Recommendations.

Zhu Sun|Hongyang Liu|Xinghua Qu|Kaidong Feng|Yan Wang|Yew Soon Ong

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Uncontextualized significance considered dangerous.

Nicola Ferro|Mark Sanderson

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Large Language Models can Accurately Predict Searcher Preferences.

Paul Thomas|Seth Spielman|Nick Craswell|Bhaskar Mitra

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GUITAR: Gradient Pruning toward Fast Neural Ranking.

Weijie Zhao|Shulong Tan|Ping Li

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Large Language Models for Tabular Data: Progresses and Future Directions.

Haoyu Dong|Zhiruo Wang

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Hierarchical Semantics Alignment for 3D Human Motion Retrieval.

Yang Yang|Haoyu Shi|Huaiwen Zhang

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Browsing and Searching Metadata of TREC.

Timo Breuer|Ellen M. Voorhees|Ian Soboroff

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Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers?

Minghan Li|Honglei Zhuang|Kai Hui|Zhen Qin|Jimmy Lin|Rolf Jagerman|Xuanhui Wang|Michael Bendersky

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Large Language Model Powered Agents for Information Retrieval.

An Zhang|Yang Deng|Yankai Lin|Xu Chen|Ji-Rong Wen|Tat-Seng Chua

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On Generative Agents in Recommendation.

Tat-Seng Chua|Kepu Zhang|An Zhang|Yuxin Chen|Leheng Sheng|Xiang Wang|Tat-Seng Chua|Kepu Zhang

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Label Hierarchical Structure-Aware Multi-Label Few-Shot Intent Detection via Prompt Tuning.

Xiaotong Zhang|Xinyi Li|Han Liu|Xinyue Liu|Xianchao Zhang

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Empowering Large Language Models: Tool Learning for Real-World Interaction.

Hongru Wang|Yujia Qin|Yankai Lin|Jeff Z. Pan|Kam-Fai Wong

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Generative Retrieval as Multi-Vector Dense Retrieval.

Shiguang Wu|Wenda Wei|Mengqi Zhang|Zhumin Chen|Jun Ma|Zhaochun Ren|Maarten de Rijke|Pengjie Ren

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Identifiability of Cross-Domain Recommendation via Causal Subspace Disentanglement.

Jing Du|Zesheng Ye|Bin Guo|Zhiwen Yu|Lina Yao

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An E-Commerce Dataset Revealing Variations during Sales.

Jianfu Zhang|Qingtao Yu|Yizhou Chen|Guoliang Zhou|Yawen Liu|Yawei Sun|Chen Liang|Guangda Huzhang|Yabo Ni|Anxiang Zeng|Han Yu

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TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning.

Ruijie Wang|Jingyuan Huang|Yutong Zhang|Jinyang Li|Yufeng Wang|Wanyu Zhao|Shengzhong Liu|Charith Mendis|Tarek F. Abdelzaher

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MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning.

Ruijie Wang|Yutong Zhang|Jinyang Li|Shengzhong Liu|Dachun Sun|Tianchen Wang|Tianshi Wang|Yizhuo Chen|Denizhan Kara|Tarek F. Abdelzaher

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ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit.

Wenjie Li|Zhongren Wang|Jinpeng Wang|Shutao Xia|Jile Zhu|Mingjian Chen|Jiangke Fan|Jia Cheng|Jun Lei

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Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems.

Jin Huang|Harrie Oosterhuis|Masoud Mansoury|Herke van Hoof|Maarten de Rijke

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A Taxation Perspective for Fair Re-ranking.

Chen Xu|Xiaopeng Ye|Wenjie Wang|Liang Pang|Jun Xu|Tat-Seng Chua

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An Empirical Analysis on Multi-turn Conversational Recommender Systems.

Lu Zhang|Chen Li|Yu Lei|Zhu Sun|Guanfeng Liu

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ArabicaQA: A Comprehensive Dataset for Arabic Question Answering.

Abdelrahman Abdallah|Mahmoud SalahEldin Kasem|Mahmoud Abdalla|Mohamed Mahmoud|Mohamed Elkasaby|Yasser Elbendary|Adam Jatowt

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Graded Relevance Scoring of Written Essays with Dense Retrieval.

Salam Albatarni|Sohaila Eltanbouly|Tamer Elsayed

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TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants.

Mohammad Aliannejadi|Zahra Abbasiantaeb|Shubham Chatterjee|Jeffrey Dalton|Leif Azzopardi

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The Surprising Effectiveness of Rankers trained on Expanded Queries.

Abhijit Anand|Venktesh V|Vinay Setty|Avishek Anand

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CIQA: A Coding Inspired Question Answering Model.

Mousa Arraf|Kira Radinsky

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Inferring Climate Change Stances from Multimodal Tweets.

Nan Bai|Ricardo da Silva Torres|Anna Fensel|Tamara Metze|Art Dewulf

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Multimodality Invariant Learning for Multimedia-Based New Item Recommendation.

Haoyue Bai|Le Wu|Min Hou|Miaomiao Cai|Zhuangzhuang He|Yuyang Zhou|Richang Hong|Meng Wang

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Large Language Models for Recommendation: Past, Present, and Future.

Keqin Bao|Jizhi Zhang|Xinyu Lin|Yang Zhang|Wenjie Wang|Fuli Feng

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International Workshop on Algorithmic Bias in Search and Recommendation (BIAS).

Alejandro Bellogín|Ludovico Boratto|Styliani Kleanthous|Elisabeth Lex|Francesca Maridina Malloci|Mirko Marras

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The Second Workshop on Large Language Models for Individuals, Groups, and Society.

Michael Bendersky|Cheng Li|Qiaozhu Mei|Vanessa Murdock|Jie Tang|Hongning Wang|Hamed Zamani|Mingyang Zhang|Xingjian Zhang

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Gen-IR @ SIGIR 2024: The Second Workshop on Generative Information Retrieval.

Gabriel Bénédict|Ruqing Zhang|Donald Metzler|Andrew Yates|Ziyan Jiang

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Relevance Feedback Method For Patent Searching Using Vector Subspaces.

Sebastian Björkqvist

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Generalizable Tip-of-the-Tongue Retrieval with LLM Re-ranking.

Luís Borges|Rohan Jha|Jamie Callan|Bruno Martins

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Personalized Large Language Models through Parameter Efficient Fine-Tuning Techniques.

Marco Braga

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Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.

Sebastian Bruch|Franco Maria Nardini|Cosimo Rulli|Rossano Venturini

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Dataset and Models for Item Recommendation Using Multi-Modal User Interactions.

Simone Borg Bruun|Krisztian Balog|Maria Maistro

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Counterfactual Ranking Evaluation with Flexible Click Models.

Alexander Buchholz|Ben London|Giuseppe Di Benedetto|Jan Malte Lichtenberg|Yannik Stein|Thorsten Joachims

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ScienceDirect Topic Pages: A Knowledge Base of Scientific Concepts Across Various Science Domains.

Artemis Çapari|Hosein Azarbonyad|Georgios Tsatsaronis|Zubair Afzal|Judson Dunham

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Neural Passage Quality Estimation for Static Pruning.

Xuejun Chang|Debabrata Mishra|Craig Macdonald|Sean MacAvaney

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Treatment Effect Estimation for User Interest Exploration on Recommender Systems.

Jiaju Chen|Wenjie Wang|Chongming Gao|Peng Wu|Jianxiong Wei|Qingsong Hua

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Masked Graph Transformer for Large-Scale Recommendation.

Huiyuan Chen|Zhe Xu|Chin-Chia Michael Yeh|Vivian Lai|Yan Zheng|Minghua Xu|Hanghang Tong

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SIGformer: Sign-aware Graph Transformer for Recommendation.

Sirui Chen|Jiawei Chen|Sheng Zhou|Bohao Wang|Shen Han|Chanfei Su|Yuqing Yuan|Can Wang

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Enhancing Dataset Search with Compact Data Snippets.

Qiaosheng Chen|Jiageng Chen|Xiao Zhou|Gong Cheng

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Evaluating Search System Explainability with Psychometrics and Crowdsourcing.

Catherine Chen|Carsten Eickhoff

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IdmGAE: Importance-Inspired Dynamic Masking for Graph Autoencoders.

Ge Chen|Yulan Hu|Sheng Ouyang|Zhirui Yang|Yong Liu|Cuicui Luo

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Flexible and Adaptable Summarization via Expertise Separation.

Xiuying Chen|Walid Magdy|Mingzhe Li|Ahmed Rafea|Shen Gao|Xin Cheng|Qingqing Zhu|Rui Yan|Xin Gao|Xiangliang Zhang

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ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.

Qiaosheng Chen|Weiqing Luo|Zixian Huang|Tengteng Lin|Xiaxia Wang|Ahmet Soylu|Basil Ell|Baifan Zhou|Evgeny Kharlamov|Gong Cheng

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Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.

Catherine Chen|Jack Merullo|Carsten Eickhoff

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Unbiased Validation of Technology-Assisted Review for eDiscovery.

Gordon V. Cormack|Maura R. Grossman|Andrew Harbison|Tom O'Halloran|Bronagh McManus

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The Treatment of Ties in Rank-Biased Overlap.

Matteo Corsi|Julián Urbano

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The Power of Noise: Redefining Retrieval for RAG Systems.

Florin Cuconasu|Giovanni Trappolini|Federico Siciliano|Simone Filice|Cesare Campagnano|Yoelle Maarek|Nicola Tonellotto|Fabrizio Silvestri

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ACE-2005-PT: Corpus for Event Extraction in Portuguese.

Luís Filipe Cunha|Cai Ke|Ricardo Campos|Purificação Silvano|Bin Liang|Alípio Jorge|Ricardo Campos|Cai Ke|Bin Liang|Alípio Jorge

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Using and Evaluating Quantum Computing for Information Retrieval and Recommender Systems.

Maurizio Ferrari Dacrema|Andrea Pasin|Paolo Cremonesi|Nicola Ferro

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ReCODE: Modeling Repeat Consumption with Neural ODE.

Sunhao Dai|Changle Qu|Sirui Chen|Xiao Zhang|Jun Xu

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Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification.

Le Dai|Yu Yin|Enhong Chen|Hui Xiong

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Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation.

Huy Dao|Yang Deng|Dung D. Le|Lizi Liao

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Are Embeddings Enough? SIRIP Panel on the Future of Embeddings in Industry IR Systems.

Jon Degenhardt|Tracy Holloway King

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JDivPS: A Diversified Product Search Dataset.

Zhirui Deng|Zhicheng Dou|Yutao Zhu|Xubo Qin|Pengchao Cheng|Jiangxu Wu|Hao Wang

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Towards Human-centered Proactive Conversational Agents.

Yang Deng|Lizi Liao|Zhonghua Zheng|Grace Hui Yang|Tat-Seng Chua

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Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement.

Jiaqi Deng|Huan Huo|Chao Jiang|Kaize Shi|Xiang Zhao|Dingxian Wang|Huan Huo|Chao Jiang|Dingxian Wang|Xiang Zhao|Guandong Xu

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A Workbench for Autograding Retrieve/Generate Systems.

Laura Dietz

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JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs.

Wanying Ding|Manoj Cherukumalli|Santosh Chikoti|Vinay K. Chaudhri

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SM-RS: Single- and Multi-Objective Recommendations with Contextual Impressions and Beyond-Accuracy Propensity Scores.

Patrik Dokoupil|Ladislav Peska|Ludovico Boratto

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M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval.

Sicong Zhang|Xingning Dong|Xuzheng Yu|Zipeng Feng|Chunluan Zhou|Xuzheng Yu|Sicong Zhang|Ming Yang|Qingpei Guo

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Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback.

Qian Dong|Yiding Liu|Qingyao Ai|Zhijing Wu|Haitao Li|Yiqun Liu|Shuaiqiang Wang|Dawei Yin|Shaoping Ma

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Dimension Importance Estimation for Dense Information Retrieval.

Guglielmo Faggioli|Nicola Ferro|Raffaele Perego|Nicola Tonellotto

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General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study.

Qixiang Fang|Zhihan Zhou|Francesco Barbieri|Yozen Liu|Leonardo Neves|Dong Nguyen|Jing Tang|Daniel L. Oberski|Jing Tang|Dong Nguyen|Maarten W. Bos|Ron Dotsch

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LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction.

Sushant Kumar|Ramakrishna Bairi|Chenhao Fang|Kannan Achan|Ganesh Ramakrishnan|Xiaohan Li|Zezhong Fan|Jianpeng Xu|Kaushiki Nag|Evren Körpeoglu|Sushant Kumar|Ramakrishna Bairi|Kannan Achan|Ganesh Ramakrishnan

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Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph.

Zhiyu Fang|Shuai-Long Lei|Xiaobin Zhu|Chun Yang|Shi-Xue Zhang|Xu-Cheng Yin|Jingyan Qin

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Scaling Laws For Dense Retrieval.

Yan Fang|Jingtao Zhan|Qingyao Ai|Jiaxin Mao|Weihang Su|Jia Chen|Yiqun Liu

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SPLATE: Sparse Late Interaction Retrieval.

Thibault Formal|Stéphane Clinchant|Hervé Déjean|Carlos Lassance

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Course Recommender Systems Need to Consider the Job Market.

Jibril Frej|Anna Dai|Syrielle Montariol|Antoine Bosselut|Tanja Käser

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ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval.

Maik Fröbe|Joel Mackenzie|Bhaskar Mitra|Franco Maria Nardini|Martin Potthast

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Resources for Combining Teaching and Research in Information Retrieval Coursework.

Maik Fröbe|Harrisen Scells|Theresa Elstner|Christopher Akiki|Lukas Gienapp|Jan Heinrich Reimer|Sean MacAvaney|Benno Stein|Matthias Hagen|Martin Potthast

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IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT.

Junchen Fu|Xuri Ge|Xin Xin|Alexandros Karatzoglou|Ioannis Arapakis|Jie Wang|Joemon M. Jose

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Truth-O-Meter: Handling Multiple Inconsistent Sources Repairing LLM Hallucinations.

Boris Galitsky|Anton Chernyavskiy|Dmitry Ilvovsky

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A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network.

Yucen Gao|Wei Liu|Jianxiong Guo|Xiaofeng Gao|Guihai Chen

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Short Video Ordering via Position Decoding and Successor Prediction.

Shiping Ge|Qiang Chen|Zhiwei Jiang|Yafeng Yin|Ziyao Chen|Qing Gu

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Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors.

Binzong Geng|Zhaoxin Huan|Xiaolu Zhang|Yong He|Liang Zhang|Fajie Yuan|Jun Zhou|Linjian Mo

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Evaluating Generative Ad Hoc Information Retrieval.

Lukas Gienapp|Harrisen Scells|Niklas Deckers|Janek Bevendorff|Shuai Wang|Johannes Kiesel|Shahbaz Syed|Maik Fröbe|Guido Zuccon|Benno Stein|Matthias Hagen|Martin Potthast

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A Predictive Framework for Query Reformulation.

Reyhaneh Goli

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CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models.

Peiyuan Gong|Jiamian Li|Jiaxin Mao

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Graph Reasoning Enhanced Language Models for Text-to-SQL.

Zheng Gong|Ying Sun

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Optimizing Learning-to-Rank Models for Ex-Post Fair Relevance.

Sruthi Gorantla|Eshaan Bhansali|Amit Deshpande|Anand Louis

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High Recall Retrieval Via Technology-Assisted Review.

Lenora Gray|David D. Lewis|Jeremy Pickens|Eugene Yang

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Configurable Fairness for New Item Recommendation Considering Entry Time of Items.

Huizhong Guo|Dongxia Wang|Zhu Sun|Haonan Zhang|Jinfeng Li|Jie Zhang

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Steering Large Language Models for Cross-lingual Information Retrieval.

Ping Guo|Yubing Ren|Yue Hu|Yanan Cao|Yunpeng Li|Heyan Huang

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SCM4SR: Structural Causal Model-based Data Augmentation for Robust Session-based Recommendation.

Muskan Gupta|Priyanka Gupta|Jyoti Narwariya|Lovekesh Vig|Gautam Shroff

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Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset.

Philipp Hager|Romain Deffayet|Jean-Michel Renders|Onno Zoeter|Maarten de Rijke

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Misinformation Mitigation Praxis: Lessons Learned and Future Directions from Co·Insights.

Scott A. Hale|Kiran Garimella|Shiri Dori-Hacohen

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Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems.

Zhongxuan Han|Chaochao Chen|Xiaolin Zheng|Li Zhang|Yuyuan Li

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LADy 💃: A Benchmark Toolkit for Latent Aspect Detection Enriched with Backtranslation Augmentation.

Farinam Hemmatizadeh|Christine Wong|Alice Yu|Hossein Fani

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RLStop: A Reinforcement Learning Stopping Method for TAR.

Reem Bin Hezam|Mark Stevenson

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Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity.

Yu Hou|Jin-Duk Park|Won-Yong Shin

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ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation.

Chaoqun Hou|Yuanhang Zhou|Yi Cao|Tong Liu

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Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies.

Chih-Wei Hsu|Martin Mladenov|Ofer Meshi|Jinxin Hu|Anton Polishko|James Pine|Hubert Pham|Shane Li|Xujian Liang|Jinxin Hu|Anton Polishko|Li Yang|Ben Scheetz|Craig Boutilier

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Exploring Multi-Scenario Multi-Modal CTR Prediction with a Large Scale Dataset.

Zhaoxin Huan|Ke Ding|Ang Li|Xiaolu Zhang|Xu Min|Yong He|Liang Zhang|Jun Zhou|Linjian Mo|Jinjie Gu|Zhongyi Liu|Wenliang Zhong|Guannan Zhang|Chenliang Li|Fajie Yuan

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A Large-scale Offer Alignment Model for Partitioning Filtering and Matching Product Offers.

Wenyu Huang|André Melo|Jeff Z. Pan

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Old IR Methods Meet RAG.

Oz Huly|Idan Pogrebinsky|David Carmel|Oren Kurland|Yoelle Maarek

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MANILA24: SIGIR 2024 Workshop on Information Retrieval and Climate Impact.

Bart van den Hurk|Maarten de Rijke|Flora D. Salim

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Multi-Domain Sequential Recommendation via Domain Space Learning.

Sanghwan Jang|Mandeep Rathee|Junyoung Hwang|Hyunjun Ju|SeongKu Kang|Mandeep Rathee|Sanghwan Jang|Hwanjo Yu

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MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation.

Andreea Iana|Goran Glavas|Heiko Paulheim

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Fairness-Aware Exposure Allocation via Adaptive Reranking.

Thomas Jänich|Graham McDonald|Iadh Ounis

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GATS: Generative Audience Targeting System for Online Advertising.

Cong Jiang|Zhongde Chen|Bo Zhang|Yankun Ren|Xin Dong|Lei Cheng|Xinxing Yang|Longfei Li|Jun Zhou|Linjian Mo

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CaLa: Complementary Association Learning for Augmenting Comoposed Image Retrieval.

Xintong Jiang|Yaxiong Wang|Mengjian Li|Yujiao Wu|Bingwen Hu|Xueming Qian

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Characterizing Information Seeking Processes with Multiple Physiological Signals.

Kaixin Ji|Danula Hettiachchi|Flora D. Salim|Falk Scholer|Damiano Spina

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Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search.

Hideaki Joko|Shubham Chatterjee|Andrew Ramsay|Arjen P. de Vries|Jeff Dalton|Faegheh Hasibi

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SIGIR 2024 Workshop on eCommerce (ECOM24).

Surya Kallumadi|Yubin Kim|Tracy Holloway King|Maarten de Rijke|Vamsi Salaka

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Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses.

Ehsan Kamalloo|Nandan Thakur|Carlos Lassance|Xueguang Ma|Jheng-Hong Yang|Jimmy Lin

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Towards Robust QA Evaluation via Open LLMs.

Ehsan Kamalloo|Shivani Upadhyay|Jimmy Lin

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Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted Trees.

Yi Xia|Harrie Oosterhuis|Jingwei Kang|Maarten de Rijke|Yi Xia|Harrie Oosterhuis

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A Semantic Search Engine for Helping Patients Find Doctors and Locations in a Large Healthcare Organization.

Mayank Kejriwal|Hamid Haidarian|Min-Hsueh Chiu|Andy Xiang|Deep Shrestha|Faizan Javed

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Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking.

Sara Kemper|Justin Cui|Kai Dicarlantonio|Kathy Lin|Danjie Tang|Anton Korikov|Scott Sanner

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Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts.

Subhendu Khatuya|Koushiki Sinha|Niloy Ganguly|Saptarshi Ghosh|Pawan Goyal

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Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection.

Ekaterina Khramtsova|Teerapong Leelanupab|Shengyao Zhuang|Mahsa Baktashmotlagh|Guido Zuccon

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Leveraging LLMs for Unsupervised Dense Retriever Ranking.

Ruichen Hou|Ekaterina Khramtsova|Xieqi Ji|Shengyao Zhuang|Mahsa Baktashmotlagh|Dabalgan Wang|Hugjil Ming|Ruichen Hou|Ekaterina Khramtsova|Guido Zuccon|Xieqi Ji|Shengyao Zhuang|Dabalgan Wang|Mahsa Baktashmotlagh|Hugjil Ming|Guido Zuccon

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Content-based Graph Reconstruction for Cold-start Item Recommendation.

Jinri Kim|Eungi Kim|Kwangeun Yeo|Yujin Jeon|Chanwoo Kim|Sewon Lee|Joonseok Lee

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Self-Referential Review: Exploring the Impact of Self-Reference Effect in Review.

Kyusik Kim|Hyungwoo Song|Bongwon Suh

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A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage Retrieval.

Ivica Kostric|Krisztian Balog

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On the Negative Perception of Cross-domain Recommendations and Explanations.

Denis Kotkov|Alan Medlar|Yang Liu|Dorota Glowacka

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5th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2024).

Ralf Krestel|Hidir Aras|Linda Andersson|Florina Piroi|Allan Hanbury|Dean Alderucci

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From Text to Context: An Entailment Approach for News Stakeholder Classification.

Alapan Kuila|Sudeshna Sarkar

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Improving Embedding-Based Retrieval in Friend Recommendation with ANN Query Expansion.

Pau Perng-Hwa Kung|Zihao Fan|Tong Zhao|Yozen Liu|Zhixin Lai|Jiahui Shi|Yan Wu|Jun Yu|Neil Shah|Ganesh Venkataraman

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Disentangled Contrastive Hypergraph Learning for Next POI Recommendation.

Yantong Lai|Yijun Su|Lingwei Wei|Tianqi He|Haitao Wang|Gaode Chen|Daren Zha|Qiang Liu|Xingxing Wang

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Explainability for Transparent Conversational Information-Seeking.

Weronika Lajewska|Damiano Spina|Johanne R. Trippas|Krisztian Balog

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Third Workshop on Personalization and Recommendations in Search (PaRiS).

Sudarshan Lamkhede|Hamed Zamani|Moumita Bhattacharya|Hongning Wang

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Grand: A Fast and Accurate Graph Retrieval Framework via Knowledge Distillation.

Lin Lan|Pinghui Wang|Rui Shi|Tingqing Liu|Juxiang Zeng|Feiyang Sun|Yang Ren|Jing Tao|Xiaohong Guan

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PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval.

Dawn J. Lawrie|Efsun Selin Kayi|Eugene Yang|James Mayfield|Douglas W. Oard

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Towards a Framework for Legal Case Retrieval.

Tebo Leburu-Dingalo

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BRB-KMeans: Enhancing Binary Data Clustering for Binary Product Quantization.

Suwon Lee|Sang-Min Choi

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Multi-view Mixed Attention for Contrastive Learning on Hypergraphs.

Jongsoo Lee|Dong-Kyu Chae

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ConvLogRecaller: Real-Time Conversational Lifelog Recaller.

Yuan-Chi Lee|An-Zi Yen|Hen-Hsen Huang|Hsin-Hsi Chen

doi dblp

Behavior Pattern Mining-based Multi-Behavior Recommendation.

Haojie Li|Zhiyong Cheng|Xu Yu|Jinhuan Liu|Guanfeng Liu|Junwei Du

doi dblp

Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed.

Yongkang Wang|Sara Allawati|Xuejian Li|Ze Wang|Bingqi Zhu|Fei He|Sara Allawati|Yongkang Wang|Xingxing Wang

doi dblp

Mutual Information-based Preference Disentangling and Transferring for Non-overlapped Multi-target Cross-domain Recommendations.

Alireza Salemi|Zhi Li|Kei Yonekawa|Daichi Amagata|Hamed Zamani|Mori Kurokawa|Yihong Zhang|Takahiro Hara|Shuichiro Haruta|Alireza Salemi|Kei Yonekawa|Mori Kurokawa|Hamed Zamani

doi dblp

SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval.

Zihao Li|Yuyi Ao|Jingrui He

doi dblp

Lightweight Embeddings for Graph Collaborative Filtering.

Xurong Liang|Tong Chen|Lizhen Cui|Yang Wang|Meng Wang|Hongzhi Yin

doi dblp

Bootstrap Deep Metric for Seed Expansion in Attributed Networks.

Chunquan Liang|Yifan Wang|Qiankun Chen|Xinyuan Feng|Luyue Wang|Mei Li|Hongming Zhang

doi dblp

LLaRA: Large Language-Recommendation Assistant.

Jiayi Liao|Sihang Li|Zhengyi Yang|Jiancan Wu|Yancheng Yuan|Xiang Wang|Xiangnan He

doi dblp

Modeling User Fatigue for Sequential Recommendation.

Nian Li|Xin Ban|Cheng Ling|Chen Gao|Lantao Hu|Peng Jiang|Kun Gai|Yong Li|Qingmin Liao

doi dblp

CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks.

Xiaoxi Li|Zhicheng Dou|Yujia Zhou|Fangchao Liu

doi dblp

MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness.

Ming Li|Lin Li|Xiaohui Tao|Jimmy Xiangji Huang

doi dblp

MKV: Mapping Key Semantics into Vectors for Rumor Detection.

Yang Li|Liguang Liu|Jiacai Guo|Lap-Kei Lee|Fu Lee Wang|Zhenguo Yang

doi dblp

Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?

Ming Li|Yuanna Liu|Sami Jullien|Mozhdeh Ariannezhad|Andrew Yates|Mohammad Aliannejadi|Maarten de Rijke

doi dblp

Self-Improving Teacher Cultivates Better Student: Distillation Calibration for Multimodal Large Language Models.

Xinwei Li|Li Lin|Shuai Wang|Chen Qian

doi dblp

Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation.

Hanyu Li|Weizhi Ma|Peijie Sun|Jiayu Li|Cunxiang Yin|Yancheng He|Guoqiang Xu|Min Zhang|Shaoping Ma

doi dblp

Data-efficient Fine-tuning for LLM-based Recommendation.

Xinyu Lin|Wenjie Wang|Yongqi Li|Shuo Yang|Fuli Feng|Yinwei Wei|Tat-Seng Chua

doi dblp

Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval.

Haoqiang Lin|Haokun Wen|Sihan Chen|Sihan Chen|Haokun Wen|Xuemeng Song|Meng Liu|Yupeng Hu|Liqiang Nie

doi dblp

Large Language Models for Next Point-of-Interest Recommendation.

Peibo Li|Maarten de Rijke|Hao Xue|Shuang Ao|Yang Song|Flora D. Salim

doi dblp

LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset.

Haitao Li|Yunqiu Shao|Yueyue Wu|Qingyao Ai|Yixiao Ma|Yiqun Liu

doi dblp

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications.

Qidong Liu|Xian Wu|Xiangyu Zhao|Yuanshao Zhu|Derong Xu|Feng Tian|Yefeng Zheng

doi dblp

Robust Information Retrieval.

Yu-An Liu|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke

doi dblp

Multi-granular Adversarial Attacks against Black-box Neural Ranking Models.

Yu-An Liu|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Yixing Fan|Xueqi Cheng

doi dblp

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention.

Ziru Liu|Dae Hoon Park|Shuchang Liu|Yi Fang|Dae Hoon Park|Ziru Liu|Zijian Zhang|Qingpeng Cai|Shuchang Liu|Yi Fang|Xiangyu Zhao|Kesen Zhao|Lantao Hu|Peng Jiang|Kun Gai

doi dblp

Search under Uncertainty: Cognitive Biases and Heuristics: A Tutorial on Testing, Mitigating and Accounting for Cognitive Biases in Search Experiments.

Jiqun Liu|Songwen Gong|Leif Azzopardi|Songwen Gong|Jiqun Liu

doi dblp

A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce.

Jinhan Liu|Qiyu Chen|Junjie Xu|Junjie Li|Baoli Li|Sulong Xu

doi dblp

A Question-Answering Assistant over Personal Knowledge Graph.

Lingyuan Liu|Huifang Du|Xiaolian Zhang|Mengying Guo|Haofen Wang|Meng Wang

doi dblp

Preventing and Detecting Misinformation Generated by Large Language Models.

Aiwei Liu|Qiang Sheng|Xuming Hu

doi dblp

SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation.

Yuxi Liu|Lianghao Xia|Chao Huang

doi dblp

AutoDCS: Automated Decision Chain Selection in Deep Recommender Systems.

Dugang Liu|Shenxian Xian|Yuhao Wu|Chaohua Yang|Xing Tang|Xiuqiang He|Zhong Ming

doi dblp

Graph Diffusive Self-Supervised Learning for Social Recommendation.

Jiuqiang Li|Hongjun Wang

doi dblp

Intent Distribution based Bipartite Graph Representation Learning.

Guanfeng Liu|Haojie Li|Jun Zhang|Wei Wei|Guanfeng Liu|Jun Zhang|Jinhuan Liu|Feng Jiang|Junwei Du

doi dblp

Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems.

Yang Li|Qi'ao Zhao|Chen Lin|Jinsong Su|Zhilin Zhang

doi dblp

Optimal Transport Enhanced Cross-City Site Recommendation.

Xinhang Li|Xiangyu Zhao|Zihao Wang|Yang Duan|Yong Zhang|Chunxiao Xing

doi dblp

OpenSiteRec: An Open Dataset for Site Recommendation.

Xinhang Li|Xiangyu Zhao|Yejing Wang|Yu Liu|Chong Chen|Cheng Long|Yong Zhang|Chunxiao Xing

doi dblp

DeCoCDR: Deployable Cloud-Device Collaboration for Cross-Domain Recommendation.

Yu Li|Yi Zhang|Zimu Zhou|Qiang Li

doi dblp

Enhanced Packed Marker with Entity Information for Aspect Sentiment Triplet Extraction.

You Li|Xupeng Zeng|Yixiao Zeng|Yuming Lin

doi dblp

CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora.

Zijun Long|Xuri Ge|Richard McCreadie|Joemon M. Jose

doi dblp

CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval.

Christian Lülf|Denis Mayr Lima Martins|Marcos Antonio Vaz Salles|Yongluan Zhou|Fabian Gieseke

doi dblp

Unbiased Learning-to-Rank Needs Unconfounded Propensity Estimation.

Dan Luo|Lixin Zou|Qingyao Ai|Zhiyu Chen|Chenliang Li|Dawei Yin|Brian D. Davison

doi dblp

Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval.

Guangyuan Ma|Xing Wu|Zijia Lin|Songlin Hu

doi dblp

A Reproducibility Study of PLAID.

Rishabh Gyanendra Upadhyay|Sean MacAvaney|Rishabh Gyanendra Upadhyay|Nicola Tonellotto|Sean MacAvaney

doi dblp

DAC: Quantized Optimal Transport Reward-based Reinforcement Learning Approach to Detoxify Query Auto-Completion.

Aishwarya Maheswaran|Kaushal Kumar Maurya|Manish Gupta|Maunendra Sankar Desarkar

doi dblp

Memory-Efficient Deep Recommender Systems using Approximate Rotary Compositional Embedding.

Dongning Ma|Xun Jiao

doi dblp

CivilSum: A Dataset for Abstractive Summarization of Indian Court Decisions.

Manuj Malik|Zheng Zhao|Marcio Fonseca|Shrisha Rao|Shay B. Cohen

doi dblp

Faster Learned Sparse Retrieval with Block-Max Pruning.

Antonio Mallia|Torsten Suel|Nicola Tonellotto

doi dblp

Counterfactual Augmentation for Robust Authorship Representation Learning.

Hieu Man|Thien Huu Nguyen

doi dblp

Using Large Language Models for Math Information Retrieval.

Behrooz Mansouri|Reihaneh Maarefdoust

doi dblp

Revisiting Document Expansion and Filtering for Effective First-Stage Retrieval.

Watheq Mansour|Shengyao Zhuang|Guido Zuccon|Joel Mackenzie

doi dblp

Cross-reconstructed Augmentation for Dual-target Cross-domain Recommendation.

Bin Wu|Qingyang Mao|Zhi Li|To Eun Kim|Qi Liu|Zhi Li|To Eun Kim|Likang Wu|Fernando Diaz|Bing Lv|Zhaochun Ren|Zheng Zhang|Emine Yilmaz

doi dblp

Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation.

Xinyu Mao|Shengyao Zhuang|Bevan Koopman|Guido Zuccon

doi dblp

Unmasking Privacy: A Reproduction and Evaluation Study of Obfuscation-based Perturbation Techniques for Collaborative Filtering.

Alex Martinez|Mihnea Tufis|Ludovico Boratto

doi dblp

Fine-Tuning LLaMA for Multi-Stage Text Retrieval.

Xueguang Ma|Liang Wang|Nan Yang|Furu Wei|Jimmy Lin

doi dblp

On the Evaluation of Machine-Generated Reports.

James Mayfield|Eugene Yang|Dawn J. Lawrie|Sean MacAvaney|Paul McNamee|Douglas W. Oard|Luca Soldaini|Ian Soboroff|Orion Weller|Efsun Selin Kayi|Kate Sanders|Marc Mason|Noah Hibbler

doi dblp

Prediction of the Realisation of an Information Need: An EEG Study.

Niall McGuire|Yashar Moshfeghi

doi dblp

Bi-Objective Negative Sampling for Sensitivity-Aware Search.

Jack McKechnie|Graham McDonald|Craig Macdonald

doi dblp

Query Performance Prediction for Conversational Search and Beyond.

Chuan Meng

doi dblp

Ranked List Truncation for Large Language Model-based Re-Ranking.

Chuan Meng|Negar Arabzadeh|Arian Askari|Mohammad Aliannejadi|Maarten de Rijke

doi dblp

Multilingual Meta-Distillation Alignment for Semantic Retrieval.

Meryem M'hamdi|Jonathan May|Franck Dernoncourt|Trung Bui|Seunghyun Yoon

doi dblp

A Study on Unsupervised Question and Answer Generation for Legal Information Retrieval and Precedents Understanding.

Johny Moreira|Altigran S. da Silva|Edleno Silva de Moura|Leandro Bezerra Marinho

doi dblp

TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions.

Zahra Abbasiantaeb|Jamshid Mozafari|Anubhav Jangra|Adam Jatowt|Zahra Abbasiantaeb|Simon Lupart|Anubhav Jangra|Adam Jatowt|Simon Lupart

doi dblp

ScholarNodes: Applying Content-based Filtering to Recommend Interdisciplinary Communities within Scholarly Social Networks.

Md Asaduzzaman Noor|Jason A. Clark|John W. Sheppard

doi dblp

Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation.

Yoori Oh|Yoseob Han|Kyogu Lee

doi dblp

On Backbones and Training Regimes for Dense Retrieval in African Languages.

Akintunde Oladipo|Mofetoluwa Adeyemi|Jimmy Lin

doi dblp

FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction.

Wentao Ouyang|Rui Dong|Xiangzheng Liu|Ri Tao|Mahdi Jalili|Xiangzheng Liu|Mahdi Jalili

doi dblp

I3: Intent-Introspective Retrieval Conditioned on Instructions.

Kaihang Pan|Juncheng Li|Wenjie Wang|Hao Fei|Hongye Song|Wei Ji|Jun Lin|Xiaozhong Liu|Tat-Seng Chua|Siliang Tang

doi dblp

Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation.

Chung Park|Taesan Kim|Hyungjun Yoon|Junui Hong|Yelim Yu|Mincheol Cho|Minsung Choi|Jaegul Choo

doi dblp

SLH-BIA: Short-Long Hawkes Process for Buy It Again Recommendations at Scale.

Rankyung Park|Amit Pande|David Relyea|Pushkar Chennu|Prathyusha Kanmanth Reddy

doi dblp

Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation.

Jin-Duk Park|Yong-Min Shin|Won-Yong Shin

doi dblp

Axiomatic Guidance for Efficient and Controlled Neural Search.

Andrew Parry

doi dblp

"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval".

Andrew Parry|Debasis Ganguly|Manish Chandra

doi dblp

Legal Statute Identification: A Case Study using State-of-the-Art Datasets and Methods.

Shounak Paul|Rajas Bhatt|Pawan Goyal|Saptarshi Ghosh

doi dblp

IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems.

Fabio Petroni|Federico Siciliano|Fabrizio Silvestri|Giovanni Trappolini

doi dblp

ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages.

Bhawna Piryani|Jamshid Mozafari|Adam Jatowt

doi dblp

Shadowfax: Harnessing Textual Knowledge Base Population.

Maxime Prieur|Cédric du Mouza|Guillaume Gadek|Bruno Grilhères

doi dblp

Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach.

Weicong Qin|Zelin Cao|Weijie Yu|Zihua Si|Sirui Chen|Jun Xu

doi dblp

Synthetic Test Collections for Retrieval Evaluation.

Hossein A. Rahmani|Nick Craswell|Emine Yilmaz|Bhaskar Mitra|Daniel Campos

doi dblp

LLM4Eval: Large Language Model for Evaluation in IR.

Hossein A. Rahmani|Clemencia Siro|Mohammad Aliannejadi|Nick Craswell|Charles L. A. Clarke|Guglielmo Faggioli|Bhaskar Mitra|Paul Thomas|Emine Yilmaz

doi dblp

Graph-Based Audience Expansion Model for Marketing Campaigns.

Md. Mostafizur Rahman|Daisuke Kikuta|Yu Hirate|Toyotaro Suzumura

doi dblp

Negative Sampling Techniques for Dense Passage Retrieval in a Multilingual Setting.

Xiangyu Sai|Thilina Chaturanga Rajapakse|Yiqun Liu|Andrew Yates|Maarten de Rijke|Andrew Yates|Yiqun Liu

doi dblp

Towards Ethical Item Ranking: A Paradigm Shift from User-Centric to Item-Centric Approaches.

Guilherme Ramos|Mirko Marras|Ludovico Boratto

doi dblp

Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance.

Theresia Veronika Rampisela|Tuukka Ruotsalo|Maria Maistro|Christina Lioma

doi dblp

Enhancing Sequential Recommenders with Augmented Knowledge from Aligned Large Language Models.

Yankun Ren|Zhongde Chen|Xinxing Yang|Longfei Li|Cong Jiang|Lei Cheng|Bo Zhang|Linjian Mo|Jun Zhou

doi dblp

Machine Generated Explanations and Their Evaluation.

Edward Richards

doi dblp

Explainable Uncertainty Attribution for Sequential Recommendation.

Carles Balsells Rodas|Fan Yang|Zhishen Huang|Yan Gao

doi dblp

Mosaicing Prevention in Declassification.

Nathaniel W. Rollings

doi dblp

"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time.

Scott Rome|Tianwen Chen|Raphael Tang|Luwei Zhou|Ferhan Ture

doi dblp

TextData: Save What You Know and Find What You Don't.

Kevin Ros|Yichao Wang|Kedar Takwane|Xiangyu Zhao|Ashwin Patil|Rakshana Jayaprakash|ChengXiang Zhai|Kevin Ros|Yichao Wang|Xiangyu Zhao|Ashwin Patil

doi dblp

Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions.

Soumyadeep Roy|Aparup Khatua|Fatemeh Ghoochani|Uwe Hadler|Wolfgang Nejdl|Niloy Ganguly

doi dblp

Monitoring the Evolution of Behavioural Embeddings in Social Media Recommendation.

Srijan Saket|Olivier Jeunen|Md. Danish Kalim

doi dblp

Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation.

Alireza Salemi|Surya Kallumadi|Hamed Zamani

doi dblp

Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models.

Alireza Salemi|Hamed Zamani

doi dblp

Evaluating Retrieval Quality in Retrieval-Augmented Generation.

Alireza Salemi|Hamed Zamani

doi dblp

ProCIS: A Benchmark for Proactive Retrieval in Conversations.

Chris Samarinas|Hamed Zamani

doi dblp

Synthetic Query Generation using Large Language Models for Virtual Assistants.

Sonal Sannigrahi|Thiago Fraga-Silva|Youssef Oualil|Christophe Van Gysel

doi dblp

Leveraging LLMs for Detecting and Modeling the Propagation of Misinformation in Social Networks.

Payel Santra|Zhentai Chen|Payel Santra|Zhentai Chen

doi dblp

Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange.

Ankit Satpute|Noah Gießing|André Greiner-Petter|Moritz Schubotz|Olaf Teschke|Akiko Aizawa|Bela Gipp

doi dblp

SIGIR 2024 Workshop on Simulations for Information Access (Sim4IA 2024).

Philipp Schaer|Christin Katharina Kreutz|Krisztian Balog|Timo Breuer|Norbert Fuhr

doi dblp

A Field Guide to Automatic Evaluation of LLM-Generated Summaries.

Tempest A. van Schaik|Brittany Pugh

doi dblp

FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking.

Vinay Setty

doi dblp

Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models.

Vinay Setty

doi dblp

Striking the Right Chord: A Comprehensive Approach to Amazon Music Search Spell Correction.

Siddharth Sharma|Shiyun Yang|Ajinkya Walimbe|Tarun Sharma|Joaquin Delgado

doi dblp

Large Language Models are Learnable Planners for Long-Term Recommendation.

Wentao Shi|Xiangnan He|Yang Zhang|Chongming Gao|Xinyue Li|Jizhi Zhang|Qifan Wang|Fuli Feng

doi dblp

Neural Click Models for Recommender Systems.

Mikhail Shirokikh|Ilya Shenbin|Anton Alekseev|Anna Volodkevich|Alexey Vasilev|Andrey V. Savchenko|Sergey I. Nikolenko

doi dblp

UniSAR: Modeling User Transition Behaviors between Search and Recommendation.

Xiaoru Qu|Teng Shi|Dingyi Zhang|Zihua Si|Jun Xu|Zhangxi Yan|Xiao Zhang|Xiaoxue Zang|Hu Liu|Kai Zheng|Yang Zou|Jian Liang|Dewei Leng|Kaiqiao Zhan|Yanan Niu|Yang Song

doi dblp

Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach.

Tianhao Shi|Yang Zhang|Jizhi Zhang|Fuli Feng|Xiangnan He

doi dblp

SynDy: Synthetic Dynamic Dataset Generation Framework for Misinformation Tasks.

Michael Shliselberg|Ashkan Kazemi|Scott A. Hale|Shiri Dori-Hacohen

doi dblp

Analyzing and Mitigating Repetitions in Trip Recommendation.

Wenzheng Shu|Kangqi Xu|Wenxin Tai|Ting Zhong|Yong Wang|Fan Zhou

doi dblp

Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs.

Clemencia Siro|Mohammad Aliannejadi|Maarten de Rijke

doi dblp

Timeline Summarization in the Era of LLMs.

Daivik Sojitra|Raghav Jain|Sriparna Saha|Adam Jatowt|Manish Gupta

doi dblp

Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport.

Jiajie Su|Chaochao Chen|Weiming Liu|Zibin Lin|Shuheng Shen|Weiqiang Wang|Xiaolin Zheng

doi dblp

YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy.

Fabian M. Suchanek|Mehwish Alam|Thomas Bonald|Lihu Chen|Pierre-Henri Paris|Jules Soria

doi dblp

RAG-Ex: A Generic Framework for Explaining Retrieval Augmented Generation.

Viju Sudhi|Sinchana Ramakanth Bhat|Max Rudat|Roman Teucher

doi dblp

DDPO: Direct Dual Propensity Optimization for Post-Click Conversion Rate Estimation.

Hongzu Su|Lichao Meng|Lei Zhu|Ke Lu|Jingjing Li

doi dblp

R-ODE: Ricci Curvature Tells When You Will be Informed.

Li Sun|Jingbin Hu|Hao Peng|Ziqi Xu|Mengjie Li|Ziqi Xu|Hao Peng

doi dblp

To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process.

Francesca Pezzuti|Zhongxiang Sun|Zihua Si|Xiao Zhang|Xiaoxue Zang|Yang Song|Hongteng Xu|Jun Xu

doi dblp

An Integrated Data Processing Framework for Pretraining Foundation Models.

Yiding Sun|Feng Wang|Yutao Zhu|Wayne Xin Zhao|Jiaxin Mao

doi dblp

MACA: Memory-aided Coarse-to-fine Alignment for Text-based Person Search.

Liangxu Su|Rong Quan|Zhiyuan Qi|Jie Qin

doi dblp

Searching for Physical Documents in Archival Repositories.

Tokinori Suzuki|Douglas W. Oard|Emi Ishita|Yoichi Tomiura

doi dblp

Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity.

Xiaoyu Tan|Leijun Cheng|Xihe Qiu|Shaojie Shi|Yuan Cheng|Wei Chu|Yinghui Xu|Yuan Qi

doi dblp

GraphGPT: Graph Instruction Tuning for Large Language Models.

Jiabin Tang|Yuhao Yang|Wei Wei|Lei Shi|Lixin Su|Suqi Cheng|Dawei Yin|Chao Huang

doi dblp

Recent Advances in Generative Information Retrieval.

Yubao Tang|Ruqing Zhang|Zhaochun Ren|Jiafeng Guo|Maarten de Rijke

doi dblp

EditKG: Editing Knowledge Graph for Recommendation.

Maarten de Rijke|Jinghe Wang|Gu Tang|Xiaoying Gan|Maarten de Rijke|Jinghe Wang|Bin Lu|Lyuwen Wu|Luoyi Fu|Chenghu Zhou

doi dblp

CaseLink: Inductive Graph Learning for Legal Case Retrieval.

Yanran Tang|Ruihong Qiu|Hongzhi Yin|Xue Li|Zi Huang

doi dblp

IDGenRec: LLM-RecSys Alignment with Textual ID Learning.

Juntao Tan|Shuyuan Xu|Wenyue Hua|Yingqiang Ge|Zelong Li|Yongfeng Zhang

doi dblp

Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR.

Nandan Thakur|Luiz Bonifacio|Maik Fröbe|Alexander Bondarenko|Ehsan Kamalloo|Martin Potthast|Matthias Hagen|Jimmy Lin

doi dblp

EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention.

Zhen Tian|Wayne Xin Zhao|Changwang Zhang|Xin Zhao|Zhongrui Ma|Ji-Rong Wen

doi dblp

What do Users Really Ask Large Language Models? An Initial Log Analysis of Google Bard Interactions in the Wild.

Johanne R. Trippas|Sara Fahad Dawood Al Lawati|Joel Mackenzie|Luke Gallagher

doi dblp

A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations.

Geng Tu|Feng Xiong|Bin Liang|Ruifeng Xu

doi dblp

Analyzing Fusion Methods Using the Condorcet Rule.

Liron Tyomkin|Oren Kurland

doi dblp

QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims.

Venktesh V|Abhijit Anand|Avishek Anand|Vinay Setty

doi dblp

Detecting and Explaining Emotions in Video Advertisements.

Joachim Vanneste|Manisha Verma|Debasis Ganguly

doi dblp

The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking.

Ali Vardasbi|Maarten de Rijke|Fernando Diaz|Mostafa Dehghani

doi dblp

A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search.

Thomas Vecchiato|Claudio Lucchese|Franco Maria Nardini|Sebastian Bruch

doi dblp

Question Suggestion for Conversational Shopping Assistants Using Product Metadata.

Nikhita Vedula|Oleg Rokhlenko|Ivan Ji|Shervin Malmasi

doi dblp

CWRCzech: 100M Query-Document Czech Click Dataset and Its Application to Web Relevance Ranking.

Josef Vonásek|Milan Straka|Rostislav Krc|Lenka Lasonová|Ekaterina Egorova|Jana Straková|Jakub Náplava

doi dblp

unKR: A Python Library for Uncertain Knowledge Graph Reasoning by Representation Learning.

Jingting Wang|Tianxing Wu|Shilin Chen|Yunchang Liu|Shutong Zhu|Wei Li|Jingyi Xu|Guilin Qi

doi dblp

GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration.

Ben Wang

doi dblp

MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation.

Zijie J. Wang|Duen Horng Chau

doi dblp

Improving In-Context Learning via Sequentially Selection and Preference Alignment for Few-Shot Aspect-Based Sentiment Analysis.

Qianlong Wang|Keyang Ding|Xuan Luo|Ruifeng Xu

doi dblp

CaDRec: Contextualized and Debiased Recommender Model.

Xinfeng Wang|Fumiyo Fukumoto|Jin Cui|Yoshimi Suzuki|Jiyi Li|Dongjin Yu

doi dblp

NFARec: A Negative Feedback-Aware Recommender Model.

Xinfeng Wang|Fumiyo Fukumoto|Jin Cui|Yoshimi Suzuki|Dongjin Yu

doi dblp

Semi-supervised Prototype Semantic Association Learning for Robust Cross-modal Retrieval.

Junsheng Wang|Tiantian Gong|Yan Yan

doi dblp

Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering.

Duokang Wang|Wen Shi|Linmei Hu|Wen Shi|Linmei Hu|Rui Hao|Yingxia Shao|Xin Lv|Liqiang Nie|Juanzi Li

doi dblp

Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling.

Jie Wang|Alexandros Karatzoglou|Ioannis Arapakis|Joemon M. Jose

doi dblp

FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation.

Shuai Wang|Ekaterina Khramtsova|Shengyao Zhuang|Guido Zuccon

doi dblp

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts.

Kai Wang|Jiayang Liu|Xing Xu|Jingkuan Song|Xin Liu|Heng Tao Shen

doi dblp

A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search.

Huimu Wang|Mingming Li|Dadong Miao|Songlin Wang|Guoyu Tang|Lin Liu|Sulong Xu|Jinghe Hu

doi dblp

Amazon-KG: A Knowledge Graph Enhanced Cross-Domain Recommendation Dataset.

Yuhan Wang|Qing Xie|Mengzi Tang|Lin Li|Jingling Yuan|Yongjian Liu

doi dblp

Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning.

Zixu Wang|Bingbing Xu|Yige Yuan|Huawei Shen|Xueqi Cheng

doi dblp

MACRec: A Multi-Agent Collaboration Framework for Recommendation.

Zhefan Wang|Yuanqing Yu|Wendi Zheng|Weizhi Ma|Min Zhang

doi dblp

Fake News Detection via Multi-scale Semantic Alignment and Cross-modal Attention.

Jiandong Wang|Renbing Chen|Renbing Chen|Hongguang Zhang|Jiandong Wang|Daowei Li|Hongguang Zhang|Daowei Li|Chun Liu|Jinzhi Liao|Xiongjun Yang

doi dblp

LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs.

Fengyi Wang|Guanghui Zhu|Chunfeng Yuan|Yihua Huang

doi dblp

Large Language Models Based Stemming for Information Retrieval: Promises, Pitfalls and Failures.

Shuai Wang|Shengyao Zhuang|Guido Zuccon

doi dblp

LLMGR: Large Language Model-based Generative Retrieval in Alipay Search.

Wei Chen|Yixin Ji|Zeyuan Chen|Jia Xu|Zhongyi Liu

doi dblp

Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval.

Haokun Wen|Xuemeng Song|Xiaolin Chen|Yinwei Wei|Liqiang Nie|Tat-Seng Chua

doi dblp

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations.

Wei Wu|Chao Wang|Dazhong Shen|Chuan Qin|Liyi Chen|Hui Xiong

doi dblp

C-Pack: Packed Resources For General Chinese Embeddings.

Shitao Xiao|Zheng Liu|Peitian Zhang|Niklas Muennighoff|Defu Lian|Jian-Yun Nie

doi dblp

A Generic Behavior-Aware Data Augmentation Framework for Sequential Recommendation.

Jing Xiao|Weike Pan|Zhong Ming

doi dblp

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.

Yuzhang Xie|Jiaying Lu|Joyce C. Ho|Fadi B. Nahab|Xiao Hu|Carl Yang

doi dblp

Efficient Community Search Based on Relaxed k-Truss Index.

Xiaoqin Xie|Shuangyuan Liu|Jiaqi Zhang|Shuai Han|Wei Wang|Wu Yang

doi dblp

OEHR: An Orthopedic Electronic Health Record Dataset.

Yibo Xie|Shuai Wang|Kaifan Wang|Jimmy Lin|Jiawei Zheng|Yibo Xie|Guido Zuccon|Feiyan Liu|Shuai Wang|Xiaoli Wang|Guofeng Huang|Kaifan Wang|Jimmy Lin|Feiyan Liu|Guido Zuccon

doi dblp

Grasping Both Query Relevance and Essential Content for Query-focused Summarization.

Ye Xiong|Hidetaka Kamigaito|Soichiro Murakami|Peinan Zhang|Hiroya Takamura|Manabu Okumura

doi dblp

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering.

Zhentao Xu|Mark Jerome Cruz|Matthew Guevara|Tie Wang|Manasi Deshpande|Xiaofeng Wang|Zheng Li

doi dblp

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.

Zhe Xu|Daoyuan Chen|Jiayi Kuang|Zihao Yi|Yaliang Li|Ying Shen

doi dblp

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images.

Shicheng Xu|Danyang Hou|Liang Pang|Jingcheng Deng|Jun Xu|Huawei Shen|Xueqi Cheng

doi dblp

OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems.

Shuyuan Xu|Wenyue Hua|Yongfeng Zhang

doi dblp

Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model.

Enqiang Xu|Yiming Qiu|Junyang Bai|Ping Zhang|Dadong Miao|Songlin Wang|Guoyu Tang|Lin Liu|Mingming Li

doi dblp

MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation.

Jiahui Xu|Lu Sun|Dengji Zhao

doi dblp

Diffusion Models for Generative Outfit Recommendation.

Yiyan Xu|Wenjie Wang|Fuli Feng|Yunshan Ma|Jizhi Zhang|Xiangnan He

doi dblp

PAG-LLM: Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors.

Vikas Yadav|Zheng Tang|Vijay Srinivasan

doi dblp

Representation Learning and Information Retrieval.

Tianqi Gao|Yiming Yang

doi dblp

Contextualization with SPLADE for High Recall Retrieval.

Eugene Yang

doi dblp

Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems.

Dayu Yang|Fumian Chen|Hui Fang

doi dblp

Cluster-based Partial Dense Retrieval Fused with Sparse Text Retrieval.

Yingrui Yang|Parker Carlson|Shanxiu He|Yifan Qiao|Tao Yang

doi dblp

Language Fairness in Multilingual Information Retrieval.

Eugene Yang|Thomas Jänich|James Mayfield|Dawn J. Lawrie

doi dblp

Distillation for Multilingual Information Retrieval.

Eugene Yang|Dawn J. Lawrie|James Mayfield

doi dblp

Instruction-based Hypergraph Pretraining.

Mingdai Yang|Zhiwei Liu|Liangwei Yang|Xiaolong Liu|Chen Wang|Hao Peng|Philip S. Yu

doi dblp

Sequential Recommendation with Latent Relations based on Large Language Model.

Shenghao Yang|Jian Wang|Weizhi Ma|Peijie Sun|Qingyao Ai|Yiqun Liu|Mingchen Cai|Min Zhang|Jian Wang|Shenghao Yang

doi dblp

Weighted KL-Divergence for Document Ranking Model Refinement.

Yingrui Yang|Yifan Qiao|Shanxiu He|Tao Yang

doi dblp

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.

Diji Yang|Jinmeng Rao|Kezhen Chen|Xiaoyuan Guo|Yawen Zhang|Jie Yang|Yi Zhang

doi dblp

LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval.

Zhenyu Yang|Dizhan Xue|Shengsheng Qian|Weiming Dong|Changsheng Xu

doi dblp

Self-Explainable Next POI Recommendation.

Kai Yang|Yi Yang|Qiang Gao|Ting Zhong|Yong Wang|Fan Zhou

doi dblp

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction.

Pengwei Yan|Yangyang Kang|Zhuoren Jiang|Kaisong Song|Tianqianjin Lin|Changlong Sun|Xiaozhong Liu

doi dblp

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation.

Mingshi Yan|Fan Liu|Jing Sun|Fuming Sun|Zhiyong Cheng|Yahong Han

doi dblp

Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check.

Linhao Ye|Adam Jatowt|Zhikai Lei|Adam Jatowt|Jianghao Yin|Linhao Ye|Qin Chen|Jie Zhou|Liang He

doi dblp

Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization.

Minghuan Yuan|Shiyao Cui|Xinghua Zhang|Shicheng Wang|Hongbo Xu|Tingwen Liu

doi dblp

Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models.

Linan Yue|Qi Liu|Lili Zhao|Li Wang|Weibo Gao|Yanqing An

doi dblp

EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems.

Yuanqing Yu|Annemarie Friedrich|Chongming Gao|Jiawei Chen|Yuanqing Yu|Heng Tang|Annemarie Friedrich|Yuefeng Sun|Qian Chen|Weizhi Ma|Min Zhang

doi dblp

Sequential Recommendation with Collaborative Explanation via Mutual Information Maximization.

Yi Yu|Kazunari Sugiyama|Adam Jatowt

doi dblp

Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization.

Hamed Zamani|Michael Bendersky

doi dblp

Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding.

Hansi Zeng|Chen Luo|Hamed Zamani

doi dblp

Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection.

Xia Zeng|David La Barbera|Kevin Roitero|Arkaitz Zubiaga|Stefano Mizzaro

doi dblp

Fair Sequential Recommendation without User Demographics.

Huimin Zeng|Zhankui He|Zhenrui Yue|Julian J. McAuley|Dong Wang

doi dblp

Large Language Models and Future of Information Retrieval: Opportunities and Challenges.

ChengXiang Zhai

doi dblp

Embedding Based Deduplication in E-commerce AutoComplete.

Shaodan Zhai|Yuwei Chen|Yixue Li

doi dblp

UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching.

Quanxing Zha|Xin Liu|Yiu-ming Cheung|Xing Xu|Nannan Wang|Jianjia Cao

doi dblp

Capability-aware Prompt Reformulation Learning for Text-to-Image Generation.

Jingtao Zhan|Qingyao Ai|Yiqun Liu|Jia Chen|Shaoping Ma

doi dblp

Are Large Language Models Good at Utility Judgments?

Hengran Zhang|Ruqing Zhang|Jiafeng Guo|Maarten de Rijke|Yixing Fan|Xueqi Cheng

doi dblp

Multi-Layer Ranking with Large Language Models for News Source Recommendation.

Wenjia Zhang|Lin Gui|Rob Procter|Yulan He

doi dblp

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework.

Zijian Zhang|Shuchang Liu|Jiaao Yu|Qingpeng Cai|Xiangyu Zhao|Chunxu Zhang|Ziru Liu|Qidong Liu|Hongwei Zhao|Lantao Hu|Peng Jiang|Kun Gai

doi dblp

Exogenous and Endogenous Data Augmentation for Low-Resource Complex Named Entity Recognition.

Xinghua Zhang|Gaode Chen|Shiyao Cui|Jiawei Sheng|Tingwen Liu|Hongbo Xu

doi dblp

NativE: Multi-modal Knowledge Graph Completion in the Wild.

Yichi Zhang|Zhuo Chen|Lingbing Guo|Yajing Xu|Binbin Hu|Ziqi Liu|Wen Zhang|Huajun Chen

doi dblp

LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation.

Kaike Zhang|Qi Cao|Yunfan Wu|Fei Sun|Huawei Shen|Xueqi Cheng

doi dblp

Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy.

Changshuo Zhang|Jiajie Jin|Xiao Zhang|Sunhao Dai|Xiaoxi Li|Sirui Chen|Yuyao Zhang|Weijie Yu|Jiajie Jin|Xiao Zhang|Xiaoxi Li|Sunhao Dai|Yuyao Zhang|Weijie Yu|Jun Xu

doi dblp

Universal Adversarial Perturbations for Vision-Language Pre-trained Models.

Peng-Fei Zhang|Zi Huang|Guangdong Bai

doi dblp

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation.

Shaorun Zhang|Zhiyu He|Ziyi Ye|Peijie Sun|Qingyao Ai|Min Zhang|Yiqun Liu

doi dblp

Generative Retrieval via Term Set Generation.

Peitian Zhang|Zheng Liu|Yujia Zhou|Zhicheng Dou|Fangchao Liu|Zhao Cao

doi dblp

ModelGalaxy: A Versatile Model Retrieval Platform.

Wenling Zhang|Yixiao Li|Zhaotian Li|Hailong Sun|Xiang Gao|Xudong Liu

doi dblp

Deep Pattern Network for Click-Through Rate Prediction.

Hengyu Zhang|Junwei Pan|Dapeng Liu|Jie Jiang|Xiu Li

doi dblp

Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering.

Yi Zhang|Lei Sang|Yiwen Zhang

doi dblp

Scenario-Adaptive Fine-Grained Personalization Network: Tailoring User Behavior Representation to the Scenario Context.

Seongtae Hong|Moyu Zhang|Yongxiang Tang|Hyeonseok Moon|Seongtae Hong|Moyu Zhang|Hyeonseok Moon|Yongxiang Tang|Heuiseok Lim|Jinxin Hu|Jinxin Hu|Heuiseok Lim|Yu Zhang

doi dblp

USimAgent: Large Language Models for Simulating Search Users.

Erhan Zhang|Xingzhu Wang|Peiyuan Gong|Yankai Lin|Jiaxin Mao

doi dblp

Disentangling ID and Modality Effects for Session-based Recommendation.

Markus Schedl|Xiaokun Zhang|Xiaochen Wang|Bo Xu|Zhaochun Ren|Xiaochen Wang|Markus Schedl|Hongfei Lin|Fenglong Ma

doi dblp

FineRec: Exploring Fine-grained Sequential Recommendation.

Xiaokun Zhang|Bo Xu|Youlin Wu|Yuan Zhong|Hongfei Lin|Fenglong Ma

doi dblp

SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content.

Tianlin Zhang|Kailai Yang|Shaoxiong Ji|Boyang Liu|Qianqian Xie|Sophia Ananiadou

doi dblp

TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems.

Peiyan Zhang|Yuchen Yan|Xi Zhang|Chaozhuo Li|Senzhang Wang|Feiran Huang|Sunghun Kim

doi dblp

GPT4Rec: Graph Prompt Tuning for Streaming Recommendation.

Peiyan Zhang|Yuchen Yan|Xi Zhang|Liying Kang|Chaozhuo Li|Feiran Huang|Senzhang Wang|Sunghun Kim

doi dblp

Untargeted Adversarial Attack on Knowledge Graph Embeddings.

Tianzhe Zhao|Jiaoyan Chen|Yanchi Ru|Qika Lin|Yuxia Geng|Jun Liu

doi dblp

COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks.

Lili Zhao|Qi Liu|Linan Yue|Wei Chen|Liyi Chen|Ruijun Sun|Chao Song

doi dblp

Enhancing Criminal Case Matching through Diverse Legal Factors.

Jie Zhao|Ziyu Guan|Wei Zhao|Yue Jiang

doi dblp

Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients.

Haoran Li|Zihao Zhao|Baoyuan Ou|Yi Jing|Fuli Feng|Zihao Zhao|Haoran Li|Baoyuan Ou|Yi Jing|Jiancan Wu|Ruilong Su|Chongming Gao|Xiangnan He|Jiancan Wu|Ruilong Su

doi dblp

Let Me Do It For You: Towards LLM Empowered Recommendation via Tool Learning.

Yuyue Zhao|Shu Wu|Jiancan Wu|Peng Jiang|Xiang Wang|Wei Tang|Dingxian Wang|Maarten de Rijke|Shu Wu|Yuyue Zhao|Jiancan Wu|Peng Jiang

doi dblp

Denoising Diffusion Recommender Model.

Jujia Zhao|Wenjie Wang|Yiyan Xu|Teng Sun|Fuli Feng|Tat-Seng Chua

doi dblp

MTMS: Multi-teacher Multi-stage Knowledge Distillation for Reasoning-Based Machine Reading Comprehension.

Zhuo Zhao|Zhiwen Xie|Guangyou Zhou|Jimmy Xiangji Huang

doi dblp

DHMAE: A Disentangled Hypergraph Masked Autoencoder for Group Recommendation.

Yingqi Zhao|Haiwei Zhang|Qijie Bai|Xiaojie Yuan|Lina Yao|Changli Nie|Xiaojie Yuan|Lina Yao

doi dblp

Enhancing Baidu Multimodal Advertisement with Chinese Text-to-Image Generation via Bilingual Alignment and Caption Synthesis.

Kang Zhao|Xinyu Zhao|Zhipeng Jin|Yi Yang|Wen Tao|Cong Han|Shuanglong Li|Lin Liu

doi dblp

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion.

Yu Zhao|Ying Zhang|Baohang Zhou|Xinying Qian|Kehui Song|Xiangrui Cai

doi dblp

MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment.

Zhi Zheng|Xiao Hu|Shanshan Gao|Hengshu Zhu|Hui Xiong

doi dblp

Poisoning Decentralized Collaborative Recommender System and Its Countermeasures.

Ruiqi Zheng|Liang Qu|Tong Chen|Kai Zheng|Yuhui Shi|Hongzhi Yin

doi dblp

Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation.

Ting Zhong|Jian Lang|Yifan Zhang|Zhangtao Cheng|Kunpeng Zhang|Fan Zhou

doi dblp

Information Diffusion Prediction via Cascade-Retrieved In-context Learning.

Ting Zhong|Jienan Zhang|Zhangtao Cheng|Fan Zhou|Xueqin Chen

doi dblp

EASE-DR: Enhanced Sentence Embeddings for Dense Retrieval.

Xixi Zhou|Yang Gao|Xin Jie|Xiaoxu Cai|Jiajun Bu|Haishuai Wang

doi dblp

CLLP: Contrastive Learning Framework Based on Latent Preferences for Next POI Recommendation.

Hongli Zhou|Zhihao Jia|Haiyang Zhu|Zhizheng Zhang

doi dblp

TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision.

Ruiwen Zhou|Yingxuan Yang|Muning Wen|Ying Wen|Wenhao Wang|Chunling Xi|Guoqiang Xu|Yong Yu|Weinan Zhang

doi dblp

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation.

Zhongliang Zhou|Jielu Zhang|Zihan Guan|Mengxuan Hu|Ni Lao|Lan Mu|Sheng Li|Gengchen Mai

doi dblp

TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning.

Jing Zhu|Xiang Song|Vassilis N. Ioannidis|Danai Koutra|Christos Faloutsos

doi dblp

A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models.

Shengyao Zhuang|Honglei Zhuang|Bevan Koopman|Guido Zuccon

doi dblp

Interest Clock: Time Perception in Real-Time Streaming Recommendation System.

Yongchun Zhu|Jingwu Chen|Ling Chen|Yitan Li|Feng Zhang|Zuotao Liu

doi dblp

Multimodal Representation and Retrieval [MRR 2024].

Xinliang Zhu|Arnab Dhua|Douglas Gray|I. Zeki Yalniz|Tan Yu|Mohamed Elhoseiny|Bryan A. Plummer

doi dblp

Modeling Domains as Distributions with Uncertainty for Cross-Domain Recommendation.

Xianghui Zhu|Mengqun Jin|Hengyu Zhang|Chang Meng|Daoxin Zhang|Xiu Li

doi dblp

Graph Signal Diffusion Model for Collaborative Filtering.

Yunqin Zhu|Chao Wang|Qi Zhang|Hui Xiong

doi dblp

Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information Alignment.

Xinyu Zhu|Lilin Zhang|Ning Yang

doi dblp

ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement.

Saurabh Bhausaheb Zinjad|Amey Bhilegaonkar|Olivier Jeunen|Huan Liu|Shashank Gupta|Amrita Bhattacharjee|Amey Bhilegaonkar|Olivier Jeunen|Shashank Gupta|Huan Liu

doi dblp

Scaling Sequential Recommendation Models with Transformers.

Pablo Zivic|Jorge Sánchez|Jingfen Qiao|Hernán Ceferino Vázquez|Jingfen Qiao|Jorge Sánchez

doi dblp

Reflections on the Coding Ability of LLMs for Analyzing Market Research Surveys.

Shi Zong|Santosh Kolagati|Amit Chaudhary|Josh Seltzer|Jimmy Lin