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Viewing Publication 1 - 100 from 645

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]

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]

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]

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

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]

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]

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

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]

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

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]

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]

2020

Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue SystemsZiming Li 0001, Julia Kiseleva, Maarten de Rijke. emnlp 2020: 3537-3546 [doi]

Guided Dialogue Policy Learning without Adversarial Learning in the LoopZiming Li 0001, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao. emnlp 2020: 2308-2317 [doi]

Cascading Hybrid Bandits: Online Learning to Rank for Relevance and DiversityChang Li 0003, Haoyun Feng, Maarten de Rijke. recsys 2020: 33-42 [doi]

MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationChang Li 0003, Ilya Markov, Maarten de Rijke, Masrour Zoghi. tois, 38(4), 2020. [doi]

Demand Forecasting in the Presence of Privileged InformationMozhdeh Ariannezhad, Sebastian Schelter, Maarten de Rijke. pkdd 2020: 46-62 [doi]

Bidirectional Scene Text Recognition with a Single DecoderMaurits Bleeker, Maarten de Rijke. ecai 2020: 2664-2671 [doi]

Personalized query suggestion diversification in information retrievalWanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke. fcsc, 14(3):143602, 2020. [doi]

Hierarchical neural query suggestion with an attention mechanismWanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke. ipm, 57(6):102040, 2020. [doi]

Improving End-to-End Sequential Recommendations with Intent-aware DiversificationWanyu Chen, Pengjie Ren, Fei Cai, Fei Sun 0001, Maarten de Rijke. CIKM 2020: 175-184 [doi]

N New ItemsYifan Chen, Yang Wang 0023, Xiang Zhao 0002, Hongzhi Yin, Ilya Markov, Maarten de Rijke. tois, 38(2), 2020. [doi]

N RecommendationYifan Chen, Yang Wang 0023, Xiang Zhao 0002, Jie Zou, Maarten de Rijke. tois, 38(4), 2020. [doi]

Keeping Dataset Biases out of the Simulation: A Debiased Simulator for Reinforcement Learning based Recommender SystemsJin Huang, Harrie Oosterhuis, Maarten de Rijke, Herke van Hoof. recsys 2020: 190-199 [doi]

Report on the international workshop on natural language processing for recommendations (NLP4REC 2020) workshop held at WSDM 2020Xiao Huang, Pengjie Ren, Zhaochun Ren, Fei Sun 0001, Xiangnan He 0001, Dawei Yin, Maarten de Rijke. sigir, 54(1), 2020. [doi]

Accelerated Convergence for Counterfactual Learning to RankRolf Jagerman, Maarten de Rijke. sigir 2020: 469-478 [doi]

Safe Exploration for Optimizing Contextual BanditsRolf Jagerman, Ilya Markov, Maarten de Rijke. tois, 38(3), 2020. [doi]

Conversational Recommendation: Formulation, Methods, and EvaluationWenqiang Lei, Xiangnan He 0001, Maarten de Rijke, Tat-Seng Chua. sigir 2020: 2425-2428 [doi]

Learning Better Representations for Neural Information Retrieval with Graph InformationXiangsheng Li, Maarten de Rijke, Yiqun Liu 0001, Jiaxin Mao, Weizhi Ma, Min Zhang 0006, Shaoping Ma. CIKM 2020: 795-804 [doi]

Meta Matrix Factorization for Federated Rating PredictionsYujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma 0001, Maarten de Rijke, Xiuzhen Cheng. sigir 2020: 981-990 [doi]

Explainable Outfit Recommendation with Joint Outfit Matching and Comment GenerationYujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma 0001, Maarten de Rijke. tkde, 32(8):1502-1516, 2020. [doi]

Leveraging Context for Neural Question Generation in Open-domain Dialogue SystemsYanxiang Ling, Fei Cai, Honghui Chen, Maarten de Rijke. WWW 2020: 2486-2492 [doi]

Why does my model fail?: contrastive local explanations for retail forecastingAna Lucic, Hinda Haned, Maarten de Rijke. fat 2020: 90-98 [doi]

RefNet: A Reference-Aware Network for Background Based ConversationChuan Meng, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma 0001, Maarten de Rijke. AAAI 2020: 8496-8503 [doi]

DukeNet: A Dual Knowledge Interaction Network for Knowledge-Grounded ConversationChuan Meng, Pengjie Ren, Zhumin Chen, Weiwei Sun, Zhaochun Ren, Zhaopeng Tu, Maarten de Rijke. sigir 2020: 1151-1160 [doi]

Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for RankingHarrie Oosterhuis, Maarten de Rijke. ictir 2020: 137-144 [doi]

Policy-Aware Unbiased Learning to Rank for Top-k RankingsHarrie Oosterhuis, Maarten de Rijke. sigir 2020: 489-498 [doi]

Unbiased Learning to Rank: Counterfactual and Online ApproachesHarrie Oosterhuis, Rolf Jagerman, Maarten de Rijke. WWW 2020: 299-300 [doi]

Star Graph Neural Networks for Session-based RecommendationZhiqiang Pan, Fei Cai, Wanyu Chen, Honghui Chen, Maarten de Rijke. CIKM 2020: 1195-1204 [doi]

An Intent-guided Collaborative Machine for Session-based RecommendationZhiqiang Pan, Fei Cai, Yanxiang Ling, Maarten de Rijke. sigir 2020: 1833-1836 [doi]

Rethinking Item Importance in Session-based RecommendationZhiqiang Pan, Fei Cai, Yanxiang Ling, Maarten de Rijke. sigir 2020: 1837-1840 [doi]

Retrospective and Prospective Mixture-of-Generators for Task-Oriented Dialogue Response GenerationJiahuan Pei, Pengjie Ren, Christof Monz, Maarten de Rijke. ecai 2020: 2148-2155 [doi]

Knowledge Graphs: An Information Retrieval PerspectiveRidho Reinanda, Edgar Meij, Maarten de Rijke. ftir, 14(4):289-444, 2020. [doi]

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based ConversationPengjie Ren, Zhumin Chen, Christof Monz, Jun Ma 0001, Maarten de Rijke. AAAI 2020: 8697-8704 [doi]

NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for RecommendationsPengjie Ren, Zhaochun Ren, Fei Sun, Xiangnan He 0001, Dawei Yin, Maarten de Rijke. wsdm 2020: 907-908 [doi]

Conversations with Documents: An Exploration of Document-Centered AssistanceMaartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White. chiir 2020: 43-52 [doi]

Challenges and research opportunities in eCommerce search and recommendationsManos Tsagkias, Tracy Holloway King, Surya Kallumadi, Vanessa Murdock 0001, Maarten de Rijke. sigir, 54(1), 2020. [doi]

An Analysis of Mixed Initiative and Collaboration in Information-Seeking DialoguesSvitlana Vakulenko, Evangelos Kanoulas, Maarten de Rijke. sigir 2020: 2085-2088 [doi]

Cascade Model-based Propensity Estimation for Counterfactual Learning to RankAli Vardasbi, Maarten de Rijke, Ilya Markov. sigir 2020: 2089-2092 [doi]

When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to RankAli Vardasbi, Harrie Oosterhuis, Maarten de Rijke. CIKM 2020: 1475-1484 [doi]

Query Resolution for Conversational Search with Limited SupervisionNikos Voskarides, Dan Li, Pengjie Ren, Evangelos Kanoulas, Maarten de Rijke. sigir 2020: 921-930 [doi]

Coding Electronic Health Records with Adversarial Reinforcement Path GenerationShanshan Wang, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jian-Yun Nie, Jun Ma 0001, Maarten de Rijke. sigir 2020: 801-810 [doi]

Learning entity-centric document representations using an entity facet topic modelChuan Wu, Evangelos Kanoulas, Maarten de Rijke. ipm, 57(3):102216, 2020. [doi]

It all starts with entities: A Salient entity topic modelChuan Wu, Evangelos Kanoulas, Maarten de Rijke. nle, 26(5):531-549, 2020. [doi]

WN-Salience: A Corpus of News Articles with Entity Salience AnnotationsChuan Wu, Evangelos Kanoulas, Maarten de Rijke, Wei Lu. lrec 2020: 2095-2102 [doi]

Modeling User Behavior for Vertical Search: Images, Apps and ProductsXiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke. sigir 2020: 2440-2443 [doi]

Preference-based Evaluation Metrics for Web Image SearchXiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang, Shaoping Ma. sigir 2020: 369-378 [doi]

Pre-train, Interact, Fine-tune: a novel interaction representation for text classificationJianming Zheng, Fei Cai, Honghui Chen, Maarten de Rijke. ipm, 57(6):102215, 2020. [doi]

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