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- Two-step SPLADE: simple, efficient and effective approximation of SPLADE
Findings of the 46th European Conference on Information Retrieval (ECIR), Glasgow, Scotland, 24-28 March, 2024
- A thorough comparison of cross-encoders and LLMs for reranking SPLADE
Published on arXiv.org
- Towards Effective and Efficient Sparse Neural Information Retrieval
ACM Transactions on Information Systems (TOIS), December 2023
- The tale of two MS MARCO – and their unfair comparisons
46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23), Taipei, Taiwan, 23-27 July, 2023
- A static pruning study on sparse neural retrievers
46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23), Taipei, Taiwan, 23-27 July, 2023
- Benchmarking middle-trained language models for neural search
46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23), Taipei, Taiwan, 23-27 July, 2023
- AToMiC: an image/text retrieval test collection to support multimedia content creation
46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23), Taipei, Taiwan, 23-27 July, 2023
- RAToMiC: a text/image retrieval test collection to support multimedia content creation
Published on arXiv.org
- Parameter-efficient sparse retrievers and rerankers using adapters
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- A study on FGSM adversarial training for neural retrieval
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- An experimental study on pretraining transformers from scratch for IR
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- Query performance prediction for Neural IR: are we there yet?
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- MS-Shift: an analysis of MS MARCO distribution shifts on neural retrieval
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- NAVER LABS Europe (SPLADE) @ TREC Deep Learning 2022
Text REtrieval Conference (TREC), Gaithersburg, United States, 14-18 November, 2022
- From distillation to hard negative sampling: making sparse neural IR models more effective
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp 2353–2359, July 2022.
- An efficiency study for SPLADE models
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2220–2226, July 2022.
- Toward a fine-grained analysis of distribution shifts in MSMARCO
Published on arXiv.org, 5 May, 2022
- Match your words! A study of lexical matching in neural information retrieval
44th European Conference on Information Retrieval (ECIR), Stavanger, Norway, 10-14 April, 2022
- Learning with label noise for image retrieval by selecting interactions
Winter Conference on Applications of Computer Vision (WACV), 4-8 January, 2022
- NAVER LABS Europe (SPLADE) @ TREC DEEP LEARNING 2021
Text REtrieval Conference (TREC), 17-19 November, 2021
- Efficient inference for multilingual neural machine translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic (hybrid event), 7-11 November 2021
- SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
Published on arXiv.org
- Masked adversarial generation for neural machine translation
Published on arXiv.org, 1 September, 2021
- SPLADE: sparse lexical and expansion model for first stage ranking
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2288-2292 (SIGIR 2021), virtual event, 11-15 July, 2021
- Composite code sparse autoencoders for first stage retrieval
44th International ACM SIGIR Conference on Research and Development in Information Retrieval, virtual event, 11-15 July, 2021
- Evaluating an itinerary recommendation algorithm for runners
ACM Conference on Human Factors in Computing Systems (CHI), Online Virtual Conference (originally Yokohama, Japan), 8-13 May, 2021
- A white box analysis of ColBERT
European Conference on Information Retrieval (ECIR), Lucca, Italy (online event), 28 March-3 April, 2021
- Learning to rank images with cross-modal graph convolutions
European Conference on Information Retrieval (ECIR), Lisbon, Portugal (virtual event), 14-17 April, 2020
- On the use of BERT for neural machine translation
3rd Workshop on Neural Generation and Translation (WNGT 2019), EMNLP, Hong Kong, China, 3-7 November, 2019
- Running tour generation for unknown environments
HCII 2019, Orlando, USA, 26-31 July, 2019
- Comparing machine learning approaches for table recognition in historical register books
13th IAPR International Workshop on Document Analysis Systems, Vienna, Austria, 24-27 April, 2018
- An Extended Framework for Marginalized Domain Adaptation
arXiv:1702.05993
- What to do when the access to the source data is constrained?
Domain Adaptation in Computer Vision Applications, Ed: Gabriela Csurka, Springer Series Advances in Computer Vision and Pattern Recognition, DOI: 10.1007/978-3-319-58347-1_14, pp. 133-149
- Discrepancy-based networks for unsupervised domain adaptation : a comparative study
ICCV workshop on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV), Venice, Italy, 22-29 October, 2017
- Unsupervised Domain Adaptation with Regularized Domain Instance Denoising
ECCV, Amsterdam, the Netherlands, October 8-16, 2016.
- Domain Adaptation in the Absence of Source Domain Data
22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, San Francisco, California, August 13-17, 2016. Full paper available on KDD 2016 Website
- A Domain Adaptation Regularization for Denoising Autoencoders
ACL, Berlin, Germany, August 7-12, 2016
- Transductive Adaptation of Black Box Predictions
ACL, Berlin, Germany, August 7-12, 2016.
- Evaluating Stacked Marginalised Denoising Autoencoders within Domain Adaptation Methods
CLEF, Toulouse, France, 8-11 September, 2015
- New Algorithms for Parking Demand Management and a City Scale Deployment
KDD 2014, New York City, USA, August 24-27, 2014.
- Concavity in IR Models
CIKM, Sheraton, Maui Hawaii, Oct 29-Nov 2, 2012.
- Deliberation in Policy Design – The FUPOL project
10th International Conference on the Design of Cooperative Systems from research to practice, Marseille, France, 30 May - 1 June, 2012.
- An Empirical Study of Fusion Operators for Multi-Modal Image Retrieval
10th Workshop on Content-Based Multimedia Indexing, Annecy, France, June 27-29, 2012.
- XRCE and CEA LIST’s Participation at Wikipedia Retrieval of ImageCLEF 2011
Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 19-22 September 2011.
- Is Document Frequency important for PRF?
ICTIR, 3rd International Conference on the Theory of Information Retrieval, Bertinoro, Italy, 12-14 September 2011.
- XRCE’s Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2011
Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands, 19-22 September 2011.
- A Document Frequency Constraint for Pseudo-Relevance Feedback Models
CORIA, Avignon, France, March 16-18, 2011.
- Do IR models satisfy the TDC Retrieval Constraint?
SIGIR, Beijing, China, July 24-28, 2011.
- Medical image modality classification and retrieval
CBMI 2011, 9th International Workshop on Content-Based Multimedia Indexing, Madrid, Spain, 13-15 June, 2011,
- Semantic Combination of Textual and Visual Information in Multimedia Retrieval
ICMR-International Conference on Multimedia Retrieval(ACM)- Trento,Italy - April 17-20,2011
- Modele de RI fondes sur l Information
CIFED 2010 Colloque International Francophone sur l Ecrit et le Document, 18-20 mars 2010, Sousse, Tunisie
- Comparison of Several Combinations of Multimodal and Diversity seeking Methods for Multimedia Retrieval
CLEF Proceedings (Advances in Multilingual and Multimodal Information Retrieval),LNCS 2010, Volume 6242, pages 124-132 : Paper available on Springer
- Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval
Book chapter, ImageCLEF, Experimental Evaluation in Visual Information Retrieval, Eds: H. Müller, P. Clough, T. Deselaers, B. Caputo, Springer Book, ISBN 978-3-642-15180-4. Full paper available on Springer Website
- Information-Based Models for Ad Hoc IR
ACM SIGIR 2010 (Special Interest Group on Information Retrieval), Geneva, Switzerland, 19-23 July 2010
- Retrieval Constraints and Word Frequency Distributions : a Log-Logistic Model for IR
CIKM 2009 (18th ACM Conference on Information and Knowledge Management), Hong Kong, November 2-6, 2009
- Bridging Language Modeling & Divergence From Randomness Approaches: A Log-logistic Model for IR
ICTIR 2009 (International Conference in the Theory of Information Retrieval), Cambridge, UK, 10-12 September 2009.<BR> Event organized by Microsoft Research and the Open University. The proceedings will be published by Springer in the Lecture Notes in Computer Science series.
- XRCE Participation to CLEF 2008 – Ad-Hoc Track
Will appear in Working Notes of CLEF 2009
- XRCE Participation to ImageCLEF 2008
CLEF 2008 Workshop, 17-19 September 2008, Aarhus, Denmark
- The Beta Negative Binomial Distribution for Text Modeling
ECIR, 30th European Conference on Information Retrieval, Glasgow, Scotland, 30th March - 3rd April 2008.
- XRCE s Participation to CLEF 2007 Domain-specific Track
CLEF (Cross-Language Evaluation Forum) 2007, Budapest, Hungary, 19-21 September 2007.
- XRCE s Participation to ImageCLEFphoto 2007
CLEF (Cross-Language Evaluation Forum) 2007, Budapest, Hungary, 19-21 September 2007.
- Lexical Entailment for Information Retrieval
European Conference on Information Retrieval, London, UK, 10-12 April 2006.