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Viewing Publication 1 - 100 from 565

2020

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

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

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

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]

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]

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]

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]

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]

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]

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]

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

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

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

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

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

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

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

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]

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

2018

Calibration: A Simple Way to Improve Click ModelsAlexey Borisov, Julia Kiseleva, Ilya Markov, Maarten de Rijke. CIKM 2018: 1503-1506 [doi]

A Click Sequence Model for Web SearchAlexey Borisov, Martijn Wardenaar, Ilya Markov, Maarten de Rijke. sigir 2018: 45-54 [doi]

A Collective Variational Autoencoder for Top-N Recommendation with Side InformationYifan Chen, Maarten de Rijke. recsys 2018: 3-9 [doi]

Attention-based Hierarchical Neural Query SuggestionWanyu Chen, Fei Cai, Honghui Chen, Maarten de Rijke. sigir 2018: 1093-1096 [doi]

Neural information retrieval: introduction to the special issueNick Craswell, W. Bruce Croft, Maarten de Rijke, Jiafeng Guo, Bhaskar Mitra. ir, 21(2-3):107-110, 2018. [doi]

Learning to Search for DatasetsMaarten de Rijke. WWW 2018: 1483 [doi]

Shifting Information InteractionsMaarten de Rijke. CIKM 2018: 3 [doi]

Attentive Encoder-based Extractive Text SummarizationChong Feng, Fei Cai, Honghui Chen, Maarten de Rijke. CIKM 2018: 1499-1502 [doi]

The birth of collective memories: Analyzing emerging entities in text streamsDavid Graus, Daan Odijk, Maarten de Rijke. jasis, 69(6):773-786, 2018. [doi]

DATA: SEARCH'18 - Searching Data on the WebPaul T. Groth, Laura Koesten, Philipp Mayr, Maarten de Rijke, Elena Simperl. sigir 2018: 1419-1422 [doi]

Mix 'n Match: Integrating Text Matching and Product Substitutability within Product SearchChristophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas. CIKM 2018: 1373-1382 [doi]

Pytrec_eval: An Extremely Fast Python Interface to trec_evalChristophe Van Gysel, Maarten de Rijke. sigir 2018: 873-876 [doi]

Neural Vector Spaces for Unsupervised Information RetrievalChristophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas. tois, 36(4), 2018. [doi]

OpenSearch: Lessons Learned from an Online Evaluation CampaignRolf Jagerman, Krisztian Balog, Maarten de Rijke. jdiq, 10(3), 2018. [doi]

Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of ChatbotsShaojie Jiang, Maarten de Rijke. emnlp 2018: 81-86 [doi]

Deep Learning with Logged Bandit FeedbackThorsten Joachims, Adith Swaminathan, Maarten de Rijke. iclr 2018: [doi]

Neural Networks for Information RetrievalTom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra. wsdm 2018: 779-780 [doi]

Report on the DATA: SEARCH'18 workshop - Searching Data on the WebLaura Koesten, Philipp Mayr, Paul T. Groth, Elena Simperl, Maarten de Rijke. sigir, 52(2):117-124, 2018. [doi]

Incremental sparse Bayesian ordinal regressionChang Li, Maarten de Rijke. NN, 106:294-302, 2018. [doi]

Manifold Learning for Rank AggregationShangsong Liang, Ilya Markov, Zhaochun Ren, Maarten de Rijke. WWW 2018: 1735-1744 [doi]

What Should We Teach in Information Retrieval?Ilya Markov, Maarten de Rijke. sigir, 52(2):19-39, 2018. [doi]

Differentiable Unbiased Online Learning to RankHarrie Oosterhuis, Maarten de Rijke. CIKM 2018: 1293-1302 [doi]

Ranking for Relevance and Display Preferences in Complex Presentation LayoutsHarrie Oosterhuis, Maarten de Rijke. sigir 2018: 845-854 [doi]

The Potential of Learned Index Structures for Index CompressionHarrie Oosterhuis, J. Shane Culpepper, Maarten de Rijke. adcs 2018: [doi]

Linear feature extraction for rankingGaurav Pandey, Zhaochun Ren, Shuaiqiang Wang, Jari Veijalainen, Maarten de Rijke. ir, 21(6):481-506, 2018. [doi]

Information Discovery in E-commerce: Half-day SIGIR 2018 TutorialZhaochun Ren, Xiangnan He 0001, Dawei Yin, Maarten de Rijke. sigir 2018: 1379-1382 [doi]

Sentence Relations for Extractive Summarization with Deep Neural NetworksPengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Liqiang Nie, Jun Ma 0001, Maarten de Rijke. tois, 36(4), 2018. [doi]

Preference elicitation as an optimization problemAnna Sepliarskaia, Julia Kiseleva, Filip Radlinski, Maarten de Rijke. recsys 2018: 172-180 [doi]

Web-based Startup Success PredictionBoris Sharchilev, Michael Roizner, Andrey Yu. Rumyantsev, Denis Ozornin, Pavel Serdyukov, Maarten de Rijke. CIKM 2018: 2283-2291 [doi]

Finding Influential Training Samples for Gradient Boosted Decision TreesBoris Sharchilev, Yury Ustinovskiy, Pavel Serdyukov, Maarten de Rijke. icml 2018: 4584-4592 [doi]

Measuring Semantic Coherence of a ConversationSvitlana Vakulenko, Maarten de Rijke, Michael Cochez, Vadim Savenkov, Axel Polleres. semweb 2018: 634-651 [doi]

Weakly-supervised Contextualization of Knowledge Graph FactsNikos Voskarides, Edgar Meij, Ridho Reinanda, Abhinav Khaitan, Miles Osborne, Giorgio Stefanoni, Prabhanjan Kambadur, Maarten de Rijke. sigir 2018: 765-774 [doi]

Why People Search for Images using Web Search EnginesXiaohui Xie, Yiqun Liu, Maarten de Rijke, Jiyin He, Min Zhang, Shaoping Ma. wsdm 2018: 655-663 [doi]

Constructing an Interaction Behavior Model for Web Image SearchXiaohui Xie, Jiaxin Mao, Maarten de Rijke, Ruizhe Zhang, Min Zhang, Shaoping Ma. sigir 2018: 425-434 [doi]

2017

Hierarchical Re-estimation of Topic Models for Measuring Topical DiversityHosein Azarbonyad, Mostafa Dehghani, Tom Kenter, Maarten Marx, Jaap Kamps, Maarten de Rijke. ecir 2017: 68-81 [doi]

Structural Regularities in Text-based Entity Vector SpacesChristophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas. ictir 2017: 3-10 [doi]

Computing Web-scale Topic Models using an Asynchronous Parameter ServerRolf Jagerman, Carsten Eickhoff, Maarten de Rijke. sigir 2017: 1337-1340 [doi]

Query-Level Ranker SpecializationRolf Jagerman, Harrie Oosterhuis, Maarten de Rijke. ictir 2017: [doi]

Neural Networks for Information RetrievalTom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra. sigir 2017: 1403-1406 [doi]

Do Topic Shift and Query Reformulation Patterns Correlate in Academic Search?Xinyi Li, Maarten de Rijke. ecir 2017: 146-159 [doi]

Online Expectation-Maximization for Click ModelsIlya Markov, Alexey Borisov, Maarten de Rijke. CIKM 2017: 2195-2198 [doi]

Balancing Speed and Quality in Online Learning to Rank for Information RetrievalHarrie Oosterhuis, Maarten de Rijke. CIKM 2017: 277-286 [doi]

Sensitive and Scalable Online Evaluation with Theoretical GuaranteesHarrie Oosterhuis, Maarten de Rijke. CIKM 2017: 77-86 [doi]

Social Collaborative Viewpoint Regression with Explainable RecommendationsZhaochun Ren, Shangsong Liang, Piji Li, Shuaiqiang Wang, Maarten de Rijke. wsdm 2017: 485-494 [doi]

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