Stéphane Clinchant

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 72

Top Venues

Grenoble Alpes University, France (PHD)

Education History

Grenoble Alpes University, France

PHD

Publications

David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR (2024)
Hervé Déjean, Stéphane Clinchant, Thibault Formal
A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE. CoRR (2024)
Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
SPLATE: Sparse Late Interaction Retrieval. SIGIR (2024)
Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina
Retrieval-augmented generation in multilingual settings. CoRR (2024)
Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
SPLATE: Sparse Late Interaction Retrieval. CoRR (2024)
David Rau, Shuai Wang, Hervé Déjean, Stéphane Clinchant
Context Embeddings for Efficient Answer Generation in RAG. CoRR (2024)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. ECIR (2) (2024)
Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant
SPLADE-v3: New baselines for SPLADE. CoRR (2024)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE. CoRR (2024)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Trans. Inf. Syst. 42 (5) (2024)
Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
A Static Pruning Study on Sparse Neural Retrievers. SIGIR (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Query Performance Prediction for Neural IR: Are We There Yet? CoRR (2023)
Carlos Lassance, Stéphane Clinchant
The tale of two MS MARCO - and their unfair comparisons. CoRR (2023)
Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. SIGIR (2023)
Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
Benchmarking Middle-Trained Language Models for Neural Search. SIGIR (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
On the Limitations of Query Performance Prediction for Neural IR. SEBD (2023)
Carlos Lassance, Simon Lupart, Hervé Déjean, Stéphane Clinchant, Nicola Tonellotto
A Static Pruning Study on Sparse Neural Retrievers. CoRR (2023)
Simon Lupart, Stéphane Clinchant
A Study on FGSM Adversarial Training for Neural Retrieval. CoRR (2023)
Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. ICTIR (2023)
Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. CoRR (2023)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant
An Experimental Study on Pretraining Transformers from Scratch for IR. CoRR (2023)
Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters. CoRR (2023)
Carlos Lassance, Hervé Déjean, Stéphane Clinchant
An Experimental Study on Pretraining Transformers from Scratch for IR. ECIR (1) (2023)
Carlos Lassance, Stéphane Clinchant
The Tale of Two MSMARCO - and Their Unfair Comparisons. SIGIR (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC Deep Learning 2022. CoRR (2023)
Simon Lupart, Stéphane Clinchant
A Study on FGSM Adversarial Training for Neural Retrieval. ECIR (2) (2023)
Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
Query Performance Prediction for Neural IR: Are We There Yet? ECIR (1) (2023)
Vaishali Pal, Carlos Lassance, Hervé Déjean, Stéphane Clinchant
Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters. ECIR (2) (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022. CoRR (2023)
Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
Benchmarking Middle-Trained Language Models for Neural Search. CoRR (2023)
Simon Lupart, Thibault Formal, Stéphane Clinchant
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval. ECIR (1) (2023)
Carlos Lassance, Stéphane Clinchant
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022. TREC (2022)
Carlos Lassance, Stéphane Clinchant
An Efficiency Study for SPLADE Models. SIGIR (2022)
Simon Lupart, Stéphane Clinchant
Toward A Fine-Grained Analysis of Distribution Shifts in MSMARCO. CoRR (2022)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. SIGIR (2022)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆. CIRCLE (2022)
Hervé Déjean, Stéphane Clinchant, Jean-Luc Meunier
LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents. CoRR (2022)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. ECIR (2) (2022)
Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant
Learning with Label Noise for Image Retrieval by Selecting Interactions. WACV (2022)
Carlos Lassance, Stéphane Clinchant
An Efficiency Study for SPLADE Models. CoRR (2022)
Carlos Lassance, Thibault Formal, Stéphane Clinchant
Composite Code Sparse Autoencoders for first stage retrieval. CoRR (2022)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. CoRR (2022)
Carlos Lassance, Maroua Maachou, Joohee Park, Stéphane Clinchant
Learned Token Pruning in Contextualized Late Interaction over BERT (ColBERT). SIGIR (2022)
Carlos Lassance, Thibault Formal, Stéphane Clinchant
Composite Code Sparse Autoencoders for First Stage Retrieval. SIGIR (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. SIGIR (2021)
Thibaut Thonet, Stéphane Clinchant, Carlos Lassance, Elvin Isufi, Jiaqi Ma, Yutong Xie, Jean-Michel Renders, Michael M. Bronstein
GReS: Workshop on Graph Neural Networks for Recommendation and Search. RecSys (2021)
Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Efficient Inference for Multilingual Neural Machine Translation. CoRR (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. CoRR (2021)
Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski
Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021. TREC (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
A White Box Analysis of ColBERT. ECIR (2) (2021)
Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. CoRR (2021)
Carlos Lassance, Maroua Maachou, Joohee Park, Stéphane Clinchant
A Study on Token Pruning for ColBERT. CoRR (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Une Analyse du Modèle ColBERT. CORIA (2021)
Badr Youbi Idrissi, Stéphane Clinchant
Masked Adversarial Generation for Neural Machine Translation. CoRR (2021)
Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant
Learning with Label Noise for Image Retrieval by Selecting Interactions. CoRR (2021)
Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Efficient Inference for Multilingual Neural Machine Translation. EMNLP (1) (2021)
Shreepriya Shreepriya, Christophe Legras, Stéphane Clinchant, Jutta Willamowski
Evaluating an Itinerary Recommendation Algorithm for Runners. CHI Extended Abstracts (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
A White Box Analysis of ColBERT. CoRR (2020)
Thibault Formal, Stéphane Clinchant, Jean-Michel Renders, Sooyeol Lee, Geun-Hee Cho
Learning to Rank Images with Cross-Modal Graph Convolutions. ECIR (1) (2020)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Naver Labs Europe @ TREC Deep Learning 2020. TREC (2020)
Stéphane Clinchant, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang, Florian Kleber
Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. CoRR (2019)
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
On the use of BERT for Neural Machine Translation. CoRR (2019)
Jutta Willamowski, Stéphane Clinchant, Christophe Legras, Sofia Michel, Shreepriya Shreepriya
Running Tour Generation for Unknown Environments. HCI (34) (2019)
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
On the use of BERT for Neural Machine Translation. NGT@EMNLP-IJCNLP (2019)
Stéphane Clinchant, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang, Florian Kleber
Comparing Machine Learning Approaches for Table Recognition in Historical Register Books. DAS (2018)
Gabriela Csurka, Fabien Baradel, Boris Chidlovskii, Stéphane Clinchant
Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study. ICCV Workshops (2017)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant, Sophia Michel
An Extended Framework for Marginalized Domain Adaptation. CoRR (2017)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant, Sophia Michel
Unsupervised Domain Adaptation with Regularized Domain Instance Denoising. ECCV Workshops (3) (2016)
Boris Chidlovskii, Stéphane Clinchant, Gabriela Csurka
Domain Adaptation in the Absence of Source Domain Data. KDD (2016)
Stéphane Clinchant, Boris Chidlovskii, Gabriela Csurka
Transductive Adaptation of Black Box Predictions. ACL (2) (2016)
Stéphane Clinchant, Gabriela Csurka, Boris Chidlovskii
A Domain Adaptation Regularization for Denoising Autoencoders. ACL (2) (2016)
Boris Chidlovskii, Gabriela Csurka, Stéphane Clinchant
Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods. CLEF (2015)
Gabriela Csurka, Boris Chidlovskii, Stéphane Clinchant
Adapted Domain Specific Class Means. ICCV Workshops (2015)
Julien Ah-Pine, Gabriela Csurka, Stéphane Clinchant
Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods. ACM Trans. Inf. Syst. 33 (2) (2015)
Onno Zoeter, Christopher R. Dance, Stéphane Clinchant, Jean-Marc Andreoli
New algorithms for parking demand management and a city-scale deployment. KDD (2014)
Gabriela Csurka, Julien Ah-Pine, Stéphane Clinchant
Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View. CoRR (2014)
James Glasnapp, Honglu Du, Christopher R. Dance, Stéphane Clinchant, Alex Pudlin, Daniel Mitchell, Onno Zoeter
Understanding Dynamic Pricing for Parking in Los Angeles: Survey and Ethnographic Results. HCI (18) (2014)
Stéphane Clinchant, Florent Perronnin
Textual Similarity with a Bag-of-Embedded-Words Model. ICTIR (2013)
Stéphane Clinchant, Florent Perronnin
Aggregating Continuous Word Embeddings for Information Retrieval. CVSM@ACL (2013)
Stéphane Clinchant, Éric Gaussier
A Theoretical Analysis of Pseudo-Relevance Feedback Models. ICTIR (2013)
Vassilina Nikoulina, Stéphane Clinchant
Domain Adaptation of Statistical Machine Translation Models with Monolingual Data for Cross Lingual Information Retrieval. ECIR (2013)
Gabriela Csurka, Stéphane Clinchant
An empirical study of fusion operators for multimodal image retrieval. CBMI (2012)
Stéphane Clinchant
Concavity in IR models. CIKM (2012)
Stéphane Clinchant, Éric Gaussier
Une analyse théorique des modèles de rétro-pertinence. Document Numérique 15 (1) (2012)
Gabriela Csurka, Stéphane Clinchant, Adrian Popescu
XRCE's Participation at Wikipedia Retrieval of ImageCLEF 2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Gabriela Csurka, Stéphane Clinchant, Guillaume Jacquet
XRCE's Participation at Medical Image Modality Classification and Ad-hoc Retrieval Tasks of Image CLEF2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Stéphane Clinchant, Éric Gaussier
A Document Frequency Constraint for Pseudo-Relevance Feedback Models. CORIA (2011)
Stéphane Clinchant, Julien Ah-Pine, Gabriela Csurka
Semantic combination of textual and visual information in multimedia retrieval. ICMR (2011)
Stéphane Clinchant, Éric Gaussier
Modèles de RI fondés sur l'information. Document Numérique 14 (2) (2011)
Stéphane Clinchant, Éric Gaussier
Do IR models satisfy the TDC retrieval constraint. SIGIR (2011)
Stéphane Clinchant, Éric Gaussier
Is Document Frequency Important for PRF? ICTIR (2011)
Stéphane Clinchant, Éric Gaussier
Retrieval constraints and word frequency distributions a log-logistic model for IR. Inf. Retr. 14 (1) (2011)
Gabriela Csurka, Stéphane Clinchant, Guillaume Jacquet
Medical image modality classification and retrieval. CBMI (2011)
Stéphane Clinchant, Éric Gaussier
Information-based models for ad hoc IR. SIGIR (2010)
Gabriela Csurka, Florent Perronnin, Luca Marchesotti, Stéphane Clinchant, Julien Ah-Pine
Fisher Kernel Representation of Images and Some of Its Successful Applications. VISAPP (1) (2010)
Stéphane Clinchant, Gabriela Csurka, Julien Ah-Pine, Guillaume Jacquet, Florent Perronnin, Jorge Sánchez, Keyvan Minoukadeh
XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
Stéphane Clinchant, Éric Gaussier
Modèles de RI fondés sur l'information. CORIA (2010)
Stéphane Clinchant, Éric Gaussier
Retrieval constraints and word frequency distributions: a log-logistic model for IR. CIKM (2009)
Stéphane Clinchant, Éric Gaussier
Bridging Language Modeling and Divergence from Randomness Models: A Log-Logistic Model for IR. ICTIR (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stéphane Clinchant