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What Makes a Good Summary? Reconsidering the Focus of Automatic Summarization

Dec 14, 2020
Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke


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Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems

Sep 21, 2020
Ziming Li, Julia Kiseleva, Maarten de Rijke

* Findings of EMNLP 2020 
* 10 pages 

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Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology

Aug 21, 2020
Yangjun Zhang, Pengjie Ren, Maarten de Rijke

* under review at JASIST 

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Diversifying Task-oriented Dialogue Response Generation with Prototype Guided Paraphrasing

Aug 07, 2020
Phillip Lippe, Pengjie Ren, Hinda Haned, Bart Voorn, Maarten de Rijke

* under review at TASLP 

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Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for Ranking

Jul 28, 2020
Harrie Oosterhuis, Maarten de Rijke

* ICTIR 2020 

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Optimizing Interactive Systems via Data-Driven Objectives

Jun 19, 2020
Ziming Li, Julia Kiseleva, Alekh Agarwal, Maarten de Rijke, Ryen W. White

* 30 pages, 12 figures. arXiv admin note: text overlap with arXiv:1802.06306 

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Query Resolution for Conversational Search with Limited Supervision

May 24, 2020
Nikos Voskarides, Dan Li, Pengjie Ren, Evangelos Kanoulas, Maarten de Rijke

* SIGIR 2020 full conference paper 

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Accelerated Convergence for Counterfactual Learning to Rank

May 21, 2020
Rolf Jagerman, Maarten de Rijke

* SIGIR 2020 full conference paper 

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Conversations with Search Engines

Apr 29, 2020
Pengjie Ren, Zhumin Chen, Zhaochun Ren, Evangelos Kanoulas, Christof Monz, Maarten de Rijke

* under review at TOIS 

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TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation

Apr 09, 2020
Shaojie Jiang, Thomas Wolf, Christof Monz, Maarten de Rijke

* 9 pages, 4 figures, 1 table 

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Safe Exploration for Optimizing Contextual Bandits

Feb 02, 2020
Rolf Jagerman, Ilya Markov, Maarten de Rijke

* 23 pages, 3 figures 

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Conversations with Documents. An Exploration of Document-Centered Assistance

Jan 27, 2020
Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

* Accepted as full paper at CHIIR 2020; 9 pages + Appendix 

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Bidirectional Scene Text Recognition with a Single Decoder

Dec 08, 2019
Maurits Bleeker, Maarten de Rijke

* 8 pages 

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A Contextual-Bandit Approach to Online Learning to Rank for Relevance and Diversity

Dec 03, 2019
Chang Li, Haoyun Feng, Maarten de Rijke


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Actionable Interpretability through Optimizable Counterfactual Explanations for Tree Ensembles

Nov 27, 2019
Ana Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke

* Under review at ECAI 2020 

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Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation

Nov 19, 2019
Jiahuan Pei, Pengjie Ren, Christof Monz, Maarten de Rijke


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Understanding Multi-Head Attention in Abstractive Summarization

Nov 10, 2019
Joris Baan, Maartje ter Hoeve, Marlies van der Wees, Anne Schuth, Maarten de Rijke


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From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions

Oct 22, 2019
Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma, Maarten de Rijke, Xiuzhen Cheng


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Evaluating Disentangled Representations

Oct 12, 2019
Anna Sepliarskaia, Julia Kiseleva, Maarten de Rijke


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Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification

Sep 26, 2019
Jianming Zheng, Fei Cai, Honghui Chen, Maarten de Rijke

* 32 pages, 5 figures 

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Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation

Aug 26, 2019
Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke

* 9 pages, 4 figures 

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Improving Outfit Recommendation with Co-supervision of Fashion Generation

Aug 24, 2019
Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke


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Message Passing for Complex Question Answering over Knowledge Graphs

Aug 19, 2019
Svitlana Vakulenko, Javier David Fernandez Garcia, Axel Polleres, Maarten de Rijke, Michael Cochez

* Accepted in CIKM 2019 

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RefNet: A Reference-aware Network for Background Based Conversation

Aug 18, 2019
Chuan Meng, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke

* 10 pages, 2 figures 

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Contrastive Explanations for Large Errors in Retail Forecasting Predictions through Monte Carlo Simulations

Jul 17, 2019
Ana Lucic, Hinda Haned, Maarten de Rijke

* IJCAI 2019 Workshop on Explainable Artificial Intelligence 

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A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts

Jul 10, 2019
Jiahuan Pei, Pengjie Ren, Maarten de Rijke

* Proceedings of the 2019 SIGIR Workshop WCIS: Workshop on Conversational Interaction Systems 

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Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?

Jul 08, 2019
Joris Baan, Maartje ter Hoeve, Marlies van der Wees, Anne Schuth, Maarten de Rijke

* To appear at FACTS-IR 2019, SIGIR 

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Explaining Predictions from Tree-based Boosting Ensembles

Jul 04, 2019
Ana Lucic, Hinda Haned, Maarten de Rijke

* SIGIR 2019: FACTS-IR Workshop 

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