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Viewing Publication 1 - 100 from 607

2021

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

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

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]

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]

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 InterventionsHarrie Oosterhuis, Maarten de Rijke. wsdm 2021: 463-471 [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]

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]

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]

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]

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]

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]

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]

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

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

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]

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]

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

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

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]

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]

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]

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]

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

2019

Learning to Transform, Combine, and Reason in Open-Domain Question AnsweringMostafa Dehghani 0001, Hosein Azarbonyad, Jaap Kamps, Maarten de Rijke. bnaic 2019: [doi]

Learning to Transform, Combine, and Reason in Open-Domain Question AnsweringMostafa Dehghani 0001, Hosein Azarbonyad, Jaap Kamps, Maarten de Rijke. wsdm 2019: 681-689 [doi]

Cascading Non-Stationary Bandits: Online Learning to Rank in the Non-Stationary Cascade ModelChang Li 0003, Maarten de Rijke. IJCAI 2019: 2859-2865 [doi]

BubbleRank: Safe Online Learning to Re-Rank via Implicit Click FeedbackChang Li 0003, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi. uai 2018: 47 [doi]

HiTR: Hierarchical Topic Model Re-Estimation for Measuring Topical Diversity of DocumentsHosein Azarbonyad, Mostafa Dehghani 0001, Tom Kenter, Maarten Marx, Jaap Kamps, Maarten de Rijke. tkde, 31(11):2124-2137, 2019. [doi]

A Dynamic Co-attention Network for Session-based RecommendationWanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke. CIKM 2019: 1461-1470 [doi]

Joint Neural Collaborative Filtering for Recommender SystemsWanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke. tois, 37(4), 2019. [doi]

Bayesian Personalized Feature Interaction Selection for Factorization MachinesYifan Chen, Pengjie Ren, Yang Wang, Maarten de Rijke. sigir 2019: 665-674 [doi]

Reinforcement Learning to RankMaarten de Rijke. wsdm 2019: 5 [doi]

ACM Transactions on Information Systems Volume 37Maarten de Rijke. tois, 37(4), 2019. [doi]

M-HIN: Complex Embeddings for Heterogeneous Information Networks via MetagraphsYang Fang, Xiang Zhao 0002, Peixin Huang, Weidong Xiao, Maarten de Rijke. sigir 2019: 913-916 [doi]

To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User InteractionsRolf Jagerman, Harrie Oosterhuis, Maarten de Rijke. sigir 2019: 15-24 [doi]

When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation EnvironmentsRolf Jagerman, Ilya Markov, Maarten de Rijke. wsdm 2019: 447-455 [doi]

Probabilistic Feature Selection and Classification Vector MachineBingbing Jiang, Chang Li, Maarten de Rijke, Xin Yao 0001, Huanhuan Chen. tkdd, 13(2), 2019. [doi]

Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossShaojie Jiang, Pengjie Ren, Christof Monz, Maarten de Rijke. WWW 2019: 2879-2885 [doi]

Dialogue Generation: From Imitation Learning to Inverse Reinforcement LearningZiming Li, Julia Kiseleva, Maarten de Rijke. AAAI 2019: 6722-6729 [doi]

Characterizing and predicting downloads in academic searchXinyi Li, Maarten de Rijke. ipm, 56(3):394-407, 2019. [doi]

Personalised Reranking of Paper Recommendations Using Paper Content and User BehaviorXinyi Li, Yifan Chen, Benjamin Pettit, Maarten de Rijke. tois, 37(3), 2019. [doi]

Improving Outfit Recommendation with Co-supervision of Fashion GenerationYujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke. WWW 2019: 1095-1105 [doi]

Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased LearningClaudio Lucchese, Franco Maria Nardini, Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang, Harrie Oosterhuis, Rolf Jagerman, Maarten de Rijke. sigir 2019: 1419-1420 [doi]

π-Net: A Parallel Information-sharing Network for Shared-account Cross-domain Sequential RecommendationsMuyang Ma, Pengjie Ren, Yujie Lin, Zhumin Chen, Jun Ma, Maarten de Rijke. sigir 2019: 685-694 [doi]

Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval (FACTS-IR)Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand. sigir 2019: 1423-1425 [doi]

Optimizing Ranking Models in an Online SettingHarrie Oosterhuis, Maarten de Rijke. ecir 2019: 382-396 [doi]

RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based RecommendationPengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma 0001, Maarten de Rijke. AAAI 2019: 4806-4813 [doi]

Length-adaptive Neural Network for Answer SelectionTaihua Shao, Fei Cai, Honghui Chen, Maarten de Rijke. sigir 2019: 869-872 [doi]

QRFA: A Data-Driven Model of Information-Seeking DialoguesSvitlana Vakulenko, Kate Revoredo, Claudio Di Ciccio, Maarten de Rijke. ecir 2019: 541-557 [doi]

Message Passing for Complex Question Answering over Knowledge GraphsSvitlana Vakulenko, Javier David Fernandez Garcia, Axel Polleres, Maarten de Rijke, Michael Cochez. CIKM 2019: 1431-1440 [doi]

ViTOR: Learning to Rank Webpages Based on Visual FeaturesBram van den Akker, Ilya Markov, Maarten de Rijke. WWW 2019: 3279-3285 [doi]

Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement LearningShanshan Wang, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma 0001, Maarten de Rijke. CIKM 2019: 1623-1632 [doi]

A Collaborative Session-based Recommendation Approach with Parallel Memory ModulesMeirui Wang, Pengjie Ren, Lei Mei, Zhumin Chen, Jun Ma, Maarten de Rijke. sigir 2019: 345-354 [doi]

Grid-based Evaluation Metrics for Web Image SearchXiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Yunqiu Shao, Zixin Ye, Min Zhang, Shaoping Ma. WWW 2019: 2103-2114 [doi]

Improving Web Image Search with Contextual InformationXiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Qingyao Ai, Yufei Huang, Min Zhang, Shaoping Ma. CIKM 2019: 1683-1692 [doi]

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