2023

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Generative Slate Recommendation with Reinforcement Learning
Romain Deffayet | Thibaut Thonet | Jean-Michel Renders | Maarten de Rijke
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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Offline Evaluation for Reinforcement Learning-Based Recommendation: A Critical Issue and Some Alternatives
Romain Deffayet | Thibaut Thonet | Jean-Michel Renders | Maarten de Rijke
2022 Volume 56 Issue 2

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Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings
Till Kletti | Jean-Michel Renders | Patrick Loiseau
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model
Till Kletti | Jean-Michel Renders | Patrick Loiseau
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Joint Personalized Search and Recommendation with Hypergraph Convolutional Networks
Thibaut Thonet | Jean-Michel Renders | Mario Choi | Jinho Kim
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

2020

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Multi-grouping Robust Fair Ranking
Thibaut Thonet | Jean-Michel Renders
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Learning to Rank Images with Cross-Modal Graph Convolutions
Thibault Formal | Stéphane Clinchant | Jean-Michel Renders | Sooyeol Lee | Geun-Hee Cho
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I

2019

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University of Glasgow Terrier Team and Naver Labs Europe at TREC 2019 Fair Ranking Track
Graham McDonald | Iadh Ounis | Craig Macdonald | Thibaut Thonet | Jean-Michel Renders
Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019

2018

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Active Search for High Recall: A Non-stationary Extension of Thompson Sampling
Jean-Michel Renders
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings

2016

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Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits
Jean-Michel Renders
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings

2015

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Time-Sensitive Collaborative Filtering through Adaptive Matrix Completion
Julien Gaillard | Jean-Michel Renders
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

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Boilerplate Detection and Recoding
Matthias Gallé | Jean-Michel Renders
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2013

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Who broke the news?: an analysis on first reports of news events
Matthias Gallé | Jean-Michel Renders | Eric Karstens
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume

2012

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A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing
Amin Mantrach | Jean-Michel Renders
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings

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A General Framework for People Retrieval in Social Media with Multiple Roles
Amin Mantrach | Jean-Michel Renders
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings

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Full and Mini-batch Clustering of News Articles with Star-EM
Matthias Gallé | Jean-Michel Renders
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings

2011

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XRCE's Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the Clef-IP 2011
Gabriela Csurka | Jean-Michel Renders | Guillaume Jacquet
CLEF 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands

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Large-scale hierarchical text classification without labelled data
Viet Ha-Thuc | Jean-Michel Renders
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

2008

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XRCE's Participation to Patent Mining Task at NTCIR-7
Stéphane Clinchant | Jean-Michel Renders
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access, NTCIR-7, National Center of Sciences, Tokyo, Japan, December 16-19, 2008

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Evaluation of Diversity-Focused Strategies for Multimedia Retrieval
Julien Ah-Pine | Gabriela Csurka | Jean-Michel Renders
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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Multi-language Models and Meta-dictionary Adaptation for Accessing Multilingual Digital Libraries
Stéphane Clinchant | Jean-Michel Renders
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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XRCE's Participation to ImageCLEF 2008
Julien Ah-Pine | Claudio Cifarelli | Stéphane Clinchant | Gabriela Csurka | Jean-Michel Renders
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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XRCE's Participation to CLEF 2008 Ad-Hoc Track
Stéphane Clinchant | Jean-Michel Renders
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Semi-supervised Document Classification with a Mislabeling Error Model
Anastasia Krithara | Massih-Reza Amini | Jean-Michel Renders | Cyril Goutte
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval
Stéphane Clinchant | Jean-Michel Renders | Gabriela Csurka
Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers

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Query Translation through Dictionary Adaptation
Stéphane Clinchant | Jean-Michel Renders
Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers

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XRCE's Participation to CLEF 2007 Domain-Specific Track
Stéphane Clinchant | Jean-Michel Renders
Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), Budapest, Hungary, September 19-21, 2007

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XRCE's Participation to ImageCLEFphoto 2007
Stéphane Clinchant | Jean-Michel Renders | Gabriela Csurka
Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), Budapest, Hungary, September 19-21, 2007

2003

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Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora
Nicola Cancedda | Hervé Déjean | Éric Gaussier | Jean-Michel Renders | Alexei Vinokourov
Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), Trondheim, Norway, August 21-22, 2003

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Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora
Nicola Cancedda | Hervé Déjean | Éric Gaussier | Jean-Michel Renders | Alexei Vinokourov
Comparative Evaluation of Multilingual Information Access Systems, 4th Workshop of the Cross-Language Evaluation Forum, CLEF 2003, Trondheim, Norway, August 21-22, 2003, Revised Selected Papers

2002

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XRCE Participation in CLEF 2002
Jean-Michel Renders | Hervé Déjean | Éric Gaussier
Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), Rome, Italy, September 19-20, 2002

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Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002
Jean-Michel Renders | Hervé Déjean | Éric Gaussier
Advances in Cross-Language Information Retrieval, Third Workshop of the Cross-Language Evaluation Forum, CLEF 2002. Rome, Italy, September 19-20, 2002. Revised Papers

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Kernel Methods for Document Filtering
Nicola Cancedda | Cyril Goutte | Jean-Michel Renders | Nicolò Cesa-Bianchi | Alex Conconi | Yaoyong Li | John Shawe-Taylor | Alexei Vinokourov | Thore Graepel | Claudio Gentile
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002

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