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Viewing Publication 1 - 100 from 688

2023

A Deep Generative Recommendation Method for Unbiased Learning from Implicit FeedbackShashank Gupta 0001, Harrie Oosterhuis, Maarten de Rijke. ictir 2023: 87-93 [doi]

$\mathsf{PF\text{-}HIN}$:Pre-Training for Heterogeneous Information NetworksYang Fang 0001, Xiang Zhao 0002, Yifan Chen 0003, Weidong Xiao, Maarten de Rijke. tkde, 35(8):8372-8385, August 2023. [doi]

Improving Implicit Feedback-Based Recommendation through Multi-Behavior AlignmentXin Xin 0003, Xiangyuan Liu, Hanbing Wang, Pengjie Ren, Zhumin Chen, Jiahuan Lei, Xinlei Shi, Hengliang Luo, Joemon M. Jose, Maarten de Rijke, Zhaochun Ren. sigir 2023: 932-941 [doi]

Extending Label Aggregation Models with a Gaussian Process to Denoise Crowdsourcing LabelsDan Li 0015, Maarten de Rijke. sigir 2023: 729-738 [doi]

Complex Item Set RecommendationMozhdeh Ariannezhad, Ming Li, Sami Jullien, Maarten de Rijke. sigir 2023: 3444-3447 [doi]

A Personalized Neighborhood-based Model for Within-basket Recommendation in Grocery ShoppingMozhdeh Ariannezhad, Ming Li, Sebastian Schelter, Maarten de Rijke. wsdm 2023: 87-95 [doi]

Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalMaurits J. R. Bleeker, Andrew Yates, Maarten de Rijke. tmlr, 2023, 2023. [doi]

A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt LearningJiangui Chen, Ruqing Zhang 0001, Jiafeng Guo, Maarten de Rijke, Yiqun Liu 0001, Yixing Fan, Xueqi Cheng. sigir 2023: 1448-1457 [doi]

Beyond-Accuracy Goals, AgainMaarten de Rijke. wsdm 2023: 2-3 [doi]

Generative Slate Recommendation with Reinforcement LearningRomain Deffayet, Thibaut Thonet, Jean-Michel Renders, Maarten de Rijke. wsdm 2023: 580-588 [doi]

An Offline Metric for the Debiasedness of Click ModelsRomain Deffayet, Philipp Hager, Jean-Michel Renders, Maarten de Rijke. sigir 2023: 558-568 [doi]

Safe Deployment for Counterfactual Learning to Rank with Exposure-Based Risk MinimizationShashank Gupta, Harrie Oosterhuis, Maarten de Rijke. sigir 2023: 249-258 [doi]

Contrasting Neural Click Models and Pointwise IPS RankersPhilipp Hager, Maarten de Rijke, Onno Zoeter. ecir 2023: 409-425 [doi]

Scene-Centric vs. Object-Centric Image-Text Cross-Modal Retrieval: A Reproducibility StudyMariya Hendriksen, Svitlana Vakulenko, Ernst Kuiper, Maarten de Rijke. ecir 2023: 68-85 [doi]

Weakly Supervised Turn-level Engagingness Evaluator for DialoguesShaojie Jiang, Svitlana Vakulenko, Maarten de Rijke. chiir 2023: 258-268 [doi]

A Simulation Environment and Reinforcement Learning Method for Waste ReductionSami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke. tmlr, 2023, 2023. [doi]

eCom'23: The SIGIR 2023 Workshop on eCommerceSurya Kallumadi, Yubin Kim, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue. sigir 2023: 3476-3478 [doi]

Repetition and Exploration in Sequential RecommendationMing Li, Ali Vardasbi, Andrew Yates, Maarten de Rijke. sigir 2023: 2532-2541 [doi]

Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery ShoppingMing Li, Mozhdeh Ariannezhad, Andrew Yates, Maarten de Rijke. recsys 2023: 35-46 [doi]

A Self-Correcting Sequential RecommenderYujie Lin, Chenyang Wang, Zhumin Chen, Zhaochun Ren, Xin Xin 0003, Qiang Yan, Maarten de Rijke, Xiuzhen Cheng 0001, Pengjie Ren. WWW 2023: 1283-1293 [doi]

Generating Relevant and Informative Questions for Open-Domain ConversationsYanxiang Ling, Fei Cai, Jun Liu, Honghui Chen, Maarten de Rijke. tois, 41(1), January 2023. [doi]

Keep and Select: Improving Hierarchical Context Modeling for Multi-Turn Response GenerationYanxiang Ling, Fei Cai, Jun Liu 0002, Honghui Chen, Maarten de Rijke. tnn, 34(7):3636-3649, July 2023. [doi]

Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsYu-An Liu, Ruqing Zhang 0001, Jiafeng Guo, Maarten de Rijke, Wei Chen 0013, Yixing Fan, Xueqi Cheng. sigir 2023: 1700-1709 [doi]

Feature-Level Debiased Natural Language UnderstandingYougang Lyu, Piji Li, Yechang Yang, Maarten de Rijke, Pengjie Ren, Yukun Zhao, Dawei Yin, Zhaochun Ren. AAAI 2023: 13353-13361 [doi]

Improving Transformer-based Sequential Recommenders through Preference EditingMuyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Huasheng Liang, Jun Ma 0001, Maarten de Rijke. tois, 41(3), 2023. [doi]

Performance Prediction for Conversational Search Using Perplexities of Query RewritesChuan Meng, Mohammad Aliannejadi, Maarten de Rijke. ecir 2023: 25-28 [doi]

Query Performance Prediction: From Ad-hoc to Conversational SearchChuan Meng, Negar Arabzadeh, Mohammad Aliannejadi, Maarten de Rijke. sigir 2023: 2583-2593 [doi]

MultiTabQA: Generating Tabular Answers for Multi-Table Question AnsweringVaishali Pal, Andrew Yates, Evangelos Kanoulas, Maarten de Rijke. acl 2023: 6322-6334 [doi]

Improving the Generalizability of the Dense Passage Retriever Using Generated DatasetsThilina Rajapakse, Maarten de Rijke. ecir 2023: 94-109 [doi]

How to Make an Outlier? Studying the Effect of Presentational Features on the Outlierness of Items in Product Search ResultsFatemeh Sarvi, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke. chiir 2023: 346-350 [doi]

On the Impact of Outlier Bias on User ClicksFatemeh Sarvi, Ali Vardasbi, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke. sigir 2023: 18-27 [doi]

Forget Me Now: Fast and Exact Unlearning in Neighborhood-based RecommendationSebastian Schelter, Mozhdeh Ariannezhad, Maarten de Rijke. sigir 2023: 2011-2015 [doi]

Contrastive Learning Reduces Hallucination in ConversationsWeiwei Sun, Zhengliang Shi, Shen Gao, Pengjie Ren, Maarten de Rijke, Zhaochun Ren. AAAI 2023: 13618-13626 [doi]

Answering Ambiguous Questions via Iterative PromptingWeiwei Sun, Hengyi Cai, Hongshen Chen, Pengjie Ren, Zhumin Chen, Maarten de Rijke, Zhaochun Ren. acl 2023: 7669-7683 [doi]

Parallel Split-Join Networks for Shared Account Cross-Domain Sequential RecommendationsWenchao Sun, Muyang Ma, Pengjie Ren, Yujie Lin, Zhumin Chen, Zhaochun Ren, Jun Ma 0001, Maarten de Rijke. tkde, 35(4):4106-4123, April 2023. [doi]

2022

Scalable Representation Learning for Dynamic Heterogeneous Information Networks via MetagraphsYang Fang 0001, Xiang Zhao 0002, Peixin Huang, Weidong Xiao, Maarten de Rijke. tois, 40(4), 2022. [doi]

Understanding Financial Information Seeking Behavior from User Interactions with Company FilingsMozhdeh Ariannezhad, Mohamed Yahya, Edgar Meij, Sebastian Schelter, Maarten de Rijke. WWW 2022: 586-594 [doi]

ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery ShoppingMozhdeh Ariannezhad, Sami Jullien, Ming Li, Min Fang, Sebastian Schelter, Maarten de Rijke. sigir 2022: 1240-1250 [doi]

Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?Maurits Bleeker, Maarten de Rijke. ecir 2022: 535-551 [doi]

sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel ClassificationGabriel Bénédict, Hendrik Vincent Koops, Daan Odijk, Maarten de Rijke. tmlr, 2022, 2022. [doi]

Bayesian feature interaction selection for factorization machinesYifan Chen, Yang Wang 0023, Pengjie Ren, Meng Wang 0001, Maarten de Rijke. ai, 302:103589, 2022. [doi]

Multi-interest Diversification for End-to-end Sequential RecommendationWanyu Chen, Pengjie Ren, Fei Cai, Fei Sun 0001, Maarten de Rijke. tois, 40(1), 2022. [doi]

Offline Evaluation for Reinforcement Learning-Based Recommendation: A Critical Issue and Some AlternativesRomain Deffayet, Thibaut Thonet, Jean-Michel Renders, Maarten de Rijke. sigir, 56(2), December 2022. [doi]

Hyperspherical Variational Co-embedding for Attributed NetworksJinyuan Fang, Shangsong Liang, Zaiqiao Meng, Maarten de Rijke. tois, 40(3), 2022. [doi]

Extending CLIP for Category-to-Image Retrieval in E-CommerceMariya Hendriksen, Maurits Bleeker, Svitlana Vakulenko, Nanne van Noord, Ernst Kuiper, Maarten de Rijke. ecir 2022: 289-303 [doi]

Fairness of Exposure in Light of Incomplete Exposure EstimationMaria Heuss, Fatemeh Sarvi, Maarten de Rijke. sigir 2022: 759-769 [doi]

State Encoders in Reinforcement Learning for Recommendation: A Reproducibility StudyJin Huang, Harrie Oosterhuis, Bunyamin Cetinkaya, Thijs Rood, Maarten de Rijke. sigir 2022: 2738-2748 [doi]

It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are DynamicJin Huang, Harrie Oosterhuis, Maarten de Rijke. wsdm 2022: 381-389 [doi]

eCom'22: The SIGIR 2022 Workshop on eCommerceAjinkya Kale, Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue. sigir 2022: 3485-3487 [doi]

FOCUS: Flexible Optimizable Counterfactual Explanations for Tree EnsemblesAna Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke. AAAI 2022: 5313-5322 [doi]

CF-GNNExplainer: Counterfactual Explanations for Graph Neural NetworksAna Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri. aistats 2022: 4499-4511 [doi]

Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial IntelligenceAna Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke. AAAI 2022: 12792-12800 [doi]

Towards Reproducible Machine Learning Research in Information RetrievalAna Lucic, Maurits J. R. Bleeker, Maarten de Rijke, Koustuv Sinha, Sami Jullien, Robert Stojnic. sigir 2022: 3459-3461 [doi]

Mixed Information Flow for Cross-Domain Sequential RecommendationsMuyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma 0001, Maarten de Rijke. tkdd, 16(4), 2022. [doi]

Parameter-Efficient Abstractive Question Answering over Tables or TextVaishali Pal, Evangelos Kanoulas, Maarten de Rijke. acl-dialdoc 2022: 41-53 [doi]

Variational Reasoning about User Preferences for Conversational RecommendationZhaochun Ren, Zhi Tian, Dongdong Li, Pengjie Ren, Liu Yang, Xin Xin, Huasheng Liang, Maarten de Rijke, Zhumin Chen. sigir 2022: 165-175 [doi]

Understanding and Mitigating the Effect of Outliers in Fair RankingFatemeh Sarvi, Maria Heuss, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke. wsdm 2022: 861-869 [doi]

Understanding User Satisfaction with Task-oriented Dialogue SystemsClemencia Siro, Mohammad Aliannejadi, Maarten de Rijke. sigir 2022: 2018-2023 [doi]

What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization ResearchMaartje ter Hoeve, Julia Kiseleva, Maarten de Rijke. naacl 2022: 46-75 [doi]

Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in RankingAli Vardasbi, Fatemeh Sarvi, Maarten de Rijke. sigir 2022: 715-725 [doi]

Intersection of Parallels as an Early Stopping CriterionAli Vardasbi, Maarten de Rijke, Mostafa Dehghani 0001. CIKM 2022: 1965-1974 [doi]

RADio - Rank-Aware Divergence Metrics to Measure Normative Diversity in News RecommendationsSanne Vrijenhoek, Gabriel Bénédict, Mateo Gutierrez Granada, Daan Odijk, Maarten de Rijke. recsys 2022: 208-219 [doi]

Debiasing Learning for Membership Inference Attacks Against Recommender SystemsZihan Wang, Na Huang, Fei Sun 0001, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren. kdd 2022: 1959-1968 [doi]

Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsChen Wu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Yixing Fan, Maarten de Rijke, Xueqi Cheng. CIKM 2022: 2128-2137 [doi]

ReMeDi: Resources for Multi-domain, Multi-service, Medical DialoguesGuojun Yan, Jiahuan Pei, Pengjie Ren, Zhaochun Ren, Xin Xin, Huasheng Liang, Maarten de Rijke, Zhumin Chen. sigir 2022: 3013-3024 [doi]

Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation EnhancementYangjun Zhang, Pengjie Ren, Wentao Deng, Zhumin Chen, Maarten de Rijke. acl 2022: 3543-3555 [doi]

Personalized Abstractive Opinion TaggingMengxue Zhao, Yang Yang, Miao Li, Jingang Wang, Wei Wu, Pengjie Ren, Maarten de Rijke, Zhaochun Ren. sigir 2022: 1066-1076 [doi]

2021

Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsZiming Li 0001, Julia Kiseleva, Maarten de Rijke. sigir 2021: 1940-1944 [doi]

Understanding Multi-channel Customer Behavior in RetailMozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, Maarten de Rijke. CIKM 2021: 2867-2871 [doi]

Long Short-Term Session Search: Joint Personalized Reranking and Next Query PredictionQiannan Cheng, Zhaochun Ren, Yujie Lin, Pengjie Ren, Zhumin Chen, Xiangyuan Liu, Maarten de Rijke. WWW 2021: 239-248 [doi]

Advances and challenges in conversational recommender systems: A surveyChongming Gao, Wenqiang Lei, Xiangnan He 0001, Maarten de Rijke, Tat-Seng Chua. aiopen, 2:100-126, 2021. [doi]

ECOM'21: The SIGIR 2021 Workshop on eCommerceSurya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke. sigir 2021: 2685-2688 [doi]

RecSys 2021 Tutorial on Conversational Recommendation: Formulation, Methods, and EvaluationWenqiang Lei, Chongming Gao, Maarten de Rijke. recsys 2021: 842-844 [doi]

Investigating Session Search Behavior with Knowledge GraphsXiangsheng Li, Maarten de Rijke, Yiqun Liu 0001, Jiaxin Mao, Weizhi Ma, Min Zhang 0006, Shaoping Ma. sigir 2021: 1708-1712 [doi]

Semi-Supervised Variational Reasoning for Medical Dialogue GenerationDongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma 0001, Maarten de Rijke. sigir 2021: 544-554 [doi]

Abstractive Opinion TaggingQintong Li, Piji Li, Xinyi Li 0001, Zhaochun Ren, Zhumin Chen, Maarten de Rijke. wsdm 2021: 337-345 [doi]

Learning to Ask Conversational Questions by Optimizing Levenshtein DistanceZHongkun Liu, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Maarten de Rijke, Ming Zhou 0001. acl 2021: 5638-5650 [doi]

Standing in Your Shoes: External Assessments for Personalized Recommender SystemsHongyu Lu, Weizhi Ma, Min Zhang 0006, Maarten de Rijke, Yiqun Liu 0001, Shaoping Ma. sigir 2021: 1523-1533 [doi]

ACM UMAP 2021 Keynote AddressesJudith Masthoff, Eelco Herder, Helen Nissenbaum, Maarten de Rijke, Julita Vassileva. um 2021: 1-2 [doi]

Initiative-Aware Self-Supervised Learning for Knowledge-Grounded ConversationsChuan Meng, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tengxiao Xi, Maarten de Rijke. sigir 2021: 522-532 [doi]

Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online InterventionsHarrie Oosterhuis, Maarten de Rijke. wsdm 2021: 463-471 [doi]

Robust Generalization and Safe Query-Specializationin Counterfactual Learning to RankHarrie Oosterhuis, Maarten de Rijke. WWW 2021: 158-170 [doi]

Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract)Harrie Oosterhuis, Maarten de Rijke. IJCAI 2021: 4809-4813 [doi]

A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User ProfilesJiahuan Pei, Pengjie Ren, Maarten de Rijke. WWW 2021: 1552-1561 [doi]

Wizard of Search Engine: Access to Information Through Conversations with Search EnginesPengjie Ren, ZHongkun Liu, Xiaomeng Song, Hongtao Tian, Zhumin Chen, Zhaochun Ren, Maarten de Rijke. sigir 2021: 533-543 [doi]

Conversations with Search Engines: SERP-based Conversational Response GenerationPengjie Ren, Zhumin Chen, Zhaochun Ren, Evangelos Kanoulas, Christof Monz, Maarten de Rijke. tois, 39(4), 2021. [doi]

Probabilistic Gradient Boosting Machines for Large-Scale Probabilistic RegressionOlivier Sprangers, Sebastian Schelter, Maarten de Rijke. kdd 2021: 1510-1520 [doi]

Conversations Powered by Cross-Lingual KnowledgeWeiwei Sun, Chuan Meng, Qi Meng, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke. sigir 2021: 1442-1451 [doi]

Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsWeiwei Sun, Shuo Zhang 0006, Krisztian Balog, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de Rijke. sigir 2021: 2499-2506 [doi]

A Large-scale Analysis of Mixed Initiative in Information-Seeking Dialogues for Conversational SearchSvitlana Vakulenko, Evangelos Kanoulas, Maarten de Rijke. tois, 39(4), 2021. [doi]

Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to RankAli Vardasbi, Maarten de Rijke, Ilya Markov. CIKM 2021: 1869-1878 [doi]

News Article Retrieval in Context for Event-centric Narrative CreationNikos Voskarides, Edgar Meij, Sabrina Sauer, Maarten de Rijke. ictir 2021: 103-112 [doi]

Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation NetworkZihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke. sigir 2021: 1003-1012 [doi]

A Human-machine Collaborative Framework for Evaluating Malevolence in DialoguesYangjun Zhang, Pengjie Ren, Maarten de Rijke. acl 2021: 5612-5623 [doi]

A taxonomy, data set, and benchmark for detecting and classifying malevolent dialogue responsesYangjun Zhang, Pengjie Ren, Maarten de Rijke. jasis, 72(12):1477-1497, 2021. [doi]

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