Stéphane Clinchant

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective.

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[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Match Your Words! A Study of Lexical Matching in Neural Information Retrieval.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2022

A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆.

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[DOI]

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021

A Study on Token Pruning for ColBERT.

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[DOI]

CoRR, 2021

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval.

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[DOI]

CoRR, 2021

Masked Adversarial Generation for Neural Machine Translation.

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[DOI]

Badr Youbi Idrissi

CoRR, 2021

Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021.

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[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Composite Code Sparse Autoencoders for First Stage Retrieval.

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[DOI]

Carlos Lassance

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking.

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[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

GReS: Workshop on Graph Neural Networks for Recommendation and Search.

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[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Efficient Inference for Multilingual Neural Machine Translation.

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[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A White Box Analysis of ColBERT.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2021

Une Analyse du Modèle ColBERT.

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[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

Evaluating an Itinerary Recommendation Algorithm for Runners.

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[DOI]

Shreepriya Shreepriya

Christophe Legras

Jutta Willamowski

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Naver Labs Europe @ TREC Deep Learning 2020.

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[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Learning to Rank Images with Cross-Modal Graph Convolutions.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2020

2019

Running Tour Generation for Unknown Environments.

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[DOI]

Shreepriya Shreepriya

Proceedings of the HCI International 2019 - Posters - 21st International Conference, 2019

On the use of BERT for Neural Machine Translation.

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[DOI]

Kweon Woo Jung

Vassilina Nikoulina

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

2018

Comparing Machine Learning Approaches for Table Recognition in Historical Register Books.

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[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

What to Do When the Access to the Source Data Is Constrained?

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[DOI]

Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

An Extended Framework for Marginalized Domain Adaptation.

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[DOI]

CoRR, 2017

Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Domain Adaptation in the Absence of Source Domain Data.

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[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Unsupervised Domain Adaptation with Regularized Domain Instance Denoising.

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[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Transductive Adaptation of Black Box Predictions.

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[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Domain Adaptation Regularization for Denoising Autoencoders.

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[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods.

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[DOI]

ACM Trans. Inf. Syst., 2015

Adapted Domain Specific Class Means.

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[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods.

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[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014

Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View.

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[DOI]

CoRR, 2014

New algorithms for parking demand management and a city-scale deployment.

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[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Understanding Dynamic Pricing for Parking in Los Angeles: Survey and Ethnographic Results.

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[DOI]

Proceedings of the HCI in Business - First International Conference, 2014

2013

Textual Similarity with a Bag-of-Embedded-Words Model.

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[DOI]

Florent Perronnin

Proceedings of the International Conference on the Theory of Information Retrieval, 2013

A Theoretical Analysis of Pseudo-Relevance Feedback Models.

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[DOI]

Proceedings of the International Conference on the Theory of Information Retrieval, 2013

Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval.

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[DOI]

Vassilina Nikoulina

Proceedings of the Advances in Information Retrieval, 2013

Aggregating Continuous Word Embeddings for Information Retrieval.

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[DOI]

Florent Perronnin

Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013

2012

Une analyse théorique des modèles de rétro-pertinence.

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[DOI]

Document Numérique, 2012

Concavity in IR models.

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[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An empirical study of fusion operators for multimodal image retrieval.

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[DOI]

Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

Probabilistic Models for Information Retrieval.

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Proceedings of the Textual Information Access: Statistical Models, 2012

2011

Modèles probabilistes pour les fréquences de mots et la recherche d'information. (Probabilistic Models of Document Collections).

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[DOI]

PhD thesis, 2011

Retrieval constraints and word frequency distributions a log-logistic model for IR.

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[DOI]

Inf. Retr., 2011

Modèles de RI fondés sur l'information.

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[DOI]

Document Numérique, 2011

Do IR models satisfy the TDC retrieval constraint.

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[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Semantic combination of textual and visual information in multimedia retrieval.

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[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Is Document Frequency Important for PRF?

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[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2011

A Document Frequency Constraint for Pseudo-Relevance Feedback Models.

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[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2011

XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011.

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[DOI]

Adrian Popescu

Proceedings of the CLEF 2011 Labs and Workshop, 2011

XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011.

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[DOI]

Guillaume Jacquet

Proceedings of the CLEF 2011 Labs and Workshop, 2011

Medical image modality classification and retrieval.

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[DOI]

Guillaume Jacquet

Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010

Fisher Kernel Representation of Images and Some of Its Successful Applications.

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Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Information-based models for ad hoc IR.

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[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010.

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[DOI]

Proceedings of the CLEF 2010 LABs and Workshops, 2010

Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval.

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[DOI]

Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009

Crossing textual and visual content in different application scenarios.

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[DOI]

Multim. Tools Appl., 2009

Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR.

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[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2009

XRCE's Participation in ImageCLEF 2009.

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[DOI]

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval.

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[DOI]

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

2008

XRCE's Participation to Patent Mining Task at NTCIR-7.

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[DOI]