Stéphane Clinchant

2025

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Context Embeddings for Efficient Answer Generation in Retrieval-Augmented Generation.
David Rau|Shuai Wang|Hervé Déjean|Stéphane Clinchant|Jaap Kamps
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

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Towards Effective and Efficient Sparse Neural Information Retrieval.
Thibault Formal|Carlos Lassance|Benjamin Piwowarski|Stéphane Clinchant
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
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Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE.
Carlos Lassance|Hervé Déjean|Stéphane Clinchant|Nicola Tonellotto
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part II
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SPLATE: Sparse Late Interaction Retrieval.
Thibault Formal|Stéphane Clinchant|Hervé Déjean|Carlos Lassance
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Query Performance Prediction for Neural IR: Are We There Yet?
Guglielmo Faggioli|Thibault Formal|Stefano Marchesin|Stéphane Clinchant|Nicola Ferro|Benjamin Piwowarski
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part I
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An Experimental Study on Pretraining Transformers from Scratch for IR.
Carlos Lassance|Hervé Déjean|Stéphane Clinchant
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part I
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MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval.
Simon Lupart|Thibault Formal|Stéphane Clinchant
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part I
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A Study on FGSM Adversarial Training for Neural Retrieval.
Simon Lupart|Stéphane Clinchant
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part II
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Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters.
Vaishali Pal|Carlos Lassance|Hervé Déjean|Stéphane Clinchant
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part II
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Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities.
Guglielmo Faggioli|Thibault Formal|Simon Lupart|Stefano Marchesin|Stéphane Clinchant|Nicola Ferro|Benjamin Piwowarski
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2023, Taipei, Taiwan, 23 July 2023
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Benchmarking Middle-Trained Language Models for Neural Search.
Hervé Déjean|Stéphane Clinchant|Carlos Lassance|Simon Lupart|Thibault Formal
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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The Tale of Two MSMARCO - and Their Unfair Comparisons.
Carlos Lassance|Stéphane Clinchant
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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A Static Pruning Study on Sparse Neural Retrievers.
Carlos Lassance|Simon Lupart|Hervé Déjean|Stéphane Clinchant|Nicola Tonellotto
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation.
Jheng-Hong Yang|Carlos Lassance|Rafael Sampaio de Rezende|Krishna Srinivasan|Miriam Redi|Stéphane Clinchant|Jimmy Lin
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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TREC2023 AToMiC Overview.
Jheng-Hong Yang|Carlos Lassance|Rafael Sampaio de Rezende|Krishna Srinivasan|Miriam Redi|Stéphane Clinchant|Jimmy Lin
The Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), Gaithersburg, MD, USA, November 14-17, 2023

2022

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Match Your Words! A Study of Lexical Matching in Neural Information Retrieval.
Thibault Formal|Benjamin Piwowarski|Stéphane Clinchant
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II
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From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective.
Thibault Formal|Carlos Lassance|Benjamin Piwowarski|Stéphane Clinchant
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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An Efficiency Study for SPLADE Models.
Carlos Lassance|Stéphane Clinchant
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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Learned Token Pruning in Contextualized Late Interaction over BERT (ColBERT).
Carlos Lassance|Maroua Maachou|Joohee Park|Stéphane Clinchant
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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Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022.
Carlos Lassance|Stéphane Clinchant
Proceedings of the Thirty-First Text REtrieval Conference, TREC 2022, online, November 15-19, 2022

2021

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Une Analyse du Modèle ColBERT.
Thibault Formal|Benjamin Piwowarski|Stéphane Clinchant
COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Grenoble, France, April 15, 2021.
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A White Box Analysis of ColBERT.
Thibault Formal|Benjamin Piwowarski|Stéphane Clinchant
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II
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SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking.
Thibault Formal|Benjamin Piwowarski|Stéphane Clinchant
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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Composite Code Sparse Autoencoders for First Stage Retrieval.
Carlos Lassance|Thibault Formal|Stéphane Clinchant
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021.
Carlos Lassance|Arnaud Sors|Stéphane Clinchant|Thibault Formal|Benjamin Piwowarski
Proceedings of the Thirtieth Text REtrieval Conference, TREC 2021, online, November 15-19, 2021

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
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Naver Labs Europe @ TREC Deep Learning 2020.
Thibault Formal|Benjamin Piwowarski|Stéphane Clinchant
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020.

2015

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Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods.
Julien Ah-Pine|Gabriela Csurka|Stéphane Clinchant
ACM Transactions on Information Systems (TOIS) 2015 Volume 33 Issue 2
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Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods.
Boris Chidlovskii|Gabriela Csurka|Stéphane Clinchant
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France, September 8-11, 2015, Proceedings

2013

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Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval.
Vassilina Nikoulina|Stéphane Clinchant
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
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A Theoretical Analysis of Pseudo-Relevance Feedback Models.
Stéphane Clinchant|Éric Gaussier
International Conference on the Theory of Information Retrieval, ICTIR '13, Copenhagen, Denmark, September 29 - October 02, 2013
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Textual Similarity with a Bag-of-Embedded-Words Model.
Stéphane Clinchant|Florent Perronnin
International Conference on the Theory of Information Retrieval, ICTIR '13, Copenhagen, Denmark, September 29 - October 02, 2013

2012

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Concavity in IR models.
Stéphane Clinchant
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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Retrieval constraints and word frequency distributions a log-logistic model for IR.
Stéphane Clinchant|Éric Gaussier
Discover Computing 2011 Volume 14 Issue 1
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XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011.
Gabriela Csurka|Stéphane Clinchant|Guillaume Jacquet
CLEF 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands
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XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011.
Gabriela Csurka|Stéphane Clinchant|Adrian Popescu
CLEF 2011 Labs and Workshop, Notebook Papers, 19-22 September 2011, Amsterdam, The Netherlands
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A Document Frequency Constraint for Pseudo-Relevance Feedback Models.
Stéphane Clinchant|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2011, 8th French Information Retrieval Conference, Avignon, France, March 16-18, 2011. Proceedings
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Is Document Frequency Important for PRF?
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval Theory - Third International Conference, ICTIR 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings
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Semantic combination of textual and visual information in multimedia retrieval.
Stéphane Clinchant|Julien Ah-Pine|Gabriela Csurka
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011
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Do IR models satisfy the TDC retrieval constraint.
Stéphane Clinchant|Éric Gaussier
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

2010

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XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010.
Stéphane Clinchant|Gabriela Csurka|Julien Ah-Pine|Guillaume Jacquet|Florent Perronnin|Jorge Sánchez|Keyvan Minoukadeh
CLEF 2010 LABs and Workshops, Notebook Papers, 22-23 September 2010, Padua, Italy
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Modèles de RI fondés sur l'information.
Stéphane Clinchant|Éric Gaussier
COnférence en Recherche d'Infomations et Applications - CORIA 2010, 7th French Information Retrieval Conference, Sousse, Tunisia, March 18-20, 2010. Proceedings
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Information-based models for ad hoc IR.
Stéphane Clinchant|Éric Gaussier
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

2009

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Retrieval constraints and word frequency distributions: a log-logistic model for IR.
Stéphane Clinchant|Éric Gaussier
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
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Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval.
Julien Ah-Pine|Stéphane Clinchant|Gabriela Csurka
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers
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XRCE's Participation in ImageCLEF 2009.
Julien Ah-Pine|Stéphane Clinchant|Gabriela Csurka|Yan Liu
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009.
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Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR.
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval Theory, Second International Conference on the Theory of Information Retrieval, ICTIR 2009, Cambridge, UK, September 10-12, 2009, Proceedings

2008

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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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The BNB Distribution for Text Modeling.
Stéphane Clinchant|Éric Gaussier
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings
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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

2007

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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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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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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.

2006

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Lexical Entailment for Information Retrieval.
Stéphane Clinchant|Cyril Goutte|Éric Gaussier
Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006, London, UK, April 10-12, 2006, Proceedings