Benjamin Piwowarski

Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Generative Cooperative Networks for Natural Language Generation.

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[DOI]

Proceedings of the International Conference on Machine Learning, 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

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

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[DOI]

CoRR, 2021

SAFEval: Summarization Asks for Fact-based Evaluation.

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[DOI]

CoRR, 2021

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

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[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 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

To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

QuestEval: Summarization Asks for Fact-based Evaluation.

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[DOI]

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

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation.

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[DOI]

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

Skim-Attention: Learning to Focus via Document Layout.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 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

2020

Transductive Zero-Shot Learning using Cross-Modal CycleGAN.

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[DOI]

CoRR, 2020

Naver Labs Europe @ TREC Deep Learning 2020.

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[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR).

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[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

ColdGANs: Taming Language GANs with Cautious Sampling Strategies.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discriminative Adversarial Search for Abstractive Summarization.

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[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

MLSUM: The Multilingual Summarization Corpus.

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[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Using BERT and BART for Query Suggestion.

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[DOI]

Agnès Mustar

Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Learning Representation for Information Access.

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[DOI]

, 2020

2019

Context-Aware Zero-Shot Learning for Object Recognition.

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[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models.

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[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Incorporating Visual Semantics into Sentence Representations within a Grounded Space.

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[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales.

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[DOI]

Thomas Scialom

Jacopo Staiano

Proceedings of the COnférence en Recherche d'Informations et Applications, 2019

Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle.

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[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2019

Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses.

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[DOI]

Étienne Simon

Vincent Guigue

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Self-Attention Architectures for Answer-Agnostic Neural Question Generation.

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[DOI]

Thomas Scialom

Jacopo Staiano

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Specificity.

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[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Evaluation Metrics for Structured Text Retrieval.

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[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks.

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[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification.

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[DOI]

Alejandro Lopez Rincon

Appl. Soft Comput., 2018

Représentations Gaussiennes pour le Filtrage Collaboratif.

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[DOI]

Hadrien Titeux

Proceedings of the COnférence en Recherche d'Informations et Applications, 2018

Learning Multi-Modal Word Representation Grounded in Visual Context.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Gaussian Embeddings for Collaborative Filtering.

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[DOI]

Ludovic Dos Santos

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings.

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[DOI]

Proceedings of the Working Notes of CLEF 2017, 2017

2016

Efficient Document Indexing Using Pivot Tree.

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[DOI]

Gaurav Singh

CoRR, 2016

Learning Term Weights for Ad-hoc Retrieval.

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[DOI]

CoRR, 2016

Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings.

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[DOI]

Ludovic Dos Santos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Texte et Représentation en Recherche d'Information.

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[DOI]

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

Représentation temporelle des mots : application au clustering de micro-blogs.

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[DOI]

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

Apprentissage de modèles de langue neuronaux pour la recherche d'information.

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[DOI]

Nicolas Desprès

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015

Parameterized Neural Network Language Models for Information Retrieval.

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[DOI]

Nicolas Desprès

CoRR, 2015

Polarité des jugements et des interactions pour le filtrage collaboratif et la prédiction de liens sociaux.

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[DOI]

Luc-Aurélien Gauthier

Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation.

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[DOI]

Ludovic Dos Santos

Proceedings of the Working Notes of CLEF 2015, 2015

Leveraging Rating Behavior to Predict Negative Social Ties.

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[DOI]

Luc-Aurélien Gauthier

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Filtrage collaboratif et intégration de la polarité des jugements.

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[DOI]

Luc-Aurélien Gauthier

Proceedings of the CORIA 2014, 2014

2013

Model Based Comparison of Discounted Cumulative Gain and Average Precision.

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[DOI]

J. Discrete Algorithms, 2013

Diversification Based Static Index Pruning - Application to Temporal Collections.

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[DOI]

Zeynep Pehlivan

Stéphane Gançarski

CoRR, 2013

Quantum Mechanics and Information Retrieval: From Theory to Application.

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[DOI]

Massimo Melucci

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

Méthodologie pour une représentation multi-dimensionnelle des documents.

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[DOI]

Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013

2012

On using a quantum physics formalism for multidocument summarization.

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[DOI]

Massih-Reza Amini

J. Assoc. Inf. Sci. Technol., 2012

Beyond Cumulated Gain and Average Precision: Including Willingness and Expectation in the User Model

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[DOI]

CoRR, 2012

The Kernel Quantum Probabilities (KQP) Library

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[DOI]

CoRR, 2012

2011

Handling data sparsity in collaborative filtering using emotion and semantic based features.

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[DOI]

Yashar Moshfeghi

Joemon M. Jose

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

A Query Algebra for Quantum Information Retrieval.

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[DOI]

Annalina Caputo

Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

On the use of Complex Numbers in Quantum Models for Information Retrieval.

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[DOI]

Guido Zuccon

Leif Azzopardi

Proceedings of the Advances in Information Retrieval Theory, 2011

Processing Queries in Session in a Quantum-Inspired IR Framework.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2011

2010

Exploring a Multidimensional Representation of Documents and Queries (extended version)

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[DOI]

CoRR, 2010

A user behavior model for average precision and its generalization to graded judgments.

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[DOI]

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

Exploring a multidimensional representation of documents and queries.

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[DOI]

Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Supporting polyrepresentation in a quantum-inspired geometrical retrieval framework.

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[DOI]

Proceedings of the Information Interaction in Context Symposium, 2010

Filtering Documents with Subspaces.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2010

What can quantum theory bring to information retrieval.

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[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Dynamics of Genre and Domain Intents.

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[DOI]

Shanu Sushmita

Alvaro Francisco Huertas-Rosero

Proceedings of the Information Retrieval Technology, 2010

How Quantum Theory Is Developing the Field of Information Retrieval.

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[DOI]

Yuexian Hou

Massimo Melucci

Stefan M. Rüger

Proceedings of the Quantum Informatics for Cognitive, 2010

2009

Specificity.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Evaluation Metrics for Structured Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Introduction to the special issue on Graphical Models and Information Retrieval.

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[DOI]

Juan M. Fernández-Luna

Juan F. Huete

Int. J. Approx. Reason., 2009

A Quantum-based Model for Interactive Information Retrieval (extended version)

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[DOI]

CoRR, 2009

Mining user web search activity with layered bayesian networks or how to capture a click in its context.

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[DOI]

Rosie Jones

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Structured Information Retrieval and Quantum Theory.

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[DOI]

Proceedings of the Quantum Interaction, Third International Symposium, 2009

A Quantum-Based Model for Interactive Information Retrieval.

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[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2009

Movie Recommender: Semantically Enriched Unified Relevance Model for Rating Prediction in Collaborative Filtering.

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[DOI]

Proceedings of the Advances in Information Retrieval, 2009

2008

Sound and complete relevance assessment for XML retrieval.

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[DOI]

Andrew Trotman

ACM Trans. Inf. Syst., 2008

A user browsing model to predict search engine click data from past observations.

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[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007

Precision recall with user modeling (PRUM): Application to structured information retrieval.

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[DOI]

ACM Trans. Inf. Syst., 2007

Information retrieval and applications of graphical models (IRGM 2007).

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[DOI]

Juan M. Fernández-Luna

Juan F. Huete

SIGIR Forum, 2007

Enhancing Educational-Material Retrieval Using Authored-Lesson Metadata.

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[DOI]

Proceedings of the String Processing and Information Retrieval, 2007

Predictive user click models based on click-through history.

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[DOI]

Hugo Zaragoza

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Taking advantage of the Semantics of a Lesson Graph based on Learning Objects.

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[DOI]

Proceedings of the Artificial Intelligence in Education, 2007

2006

A Statistical Model of Query Log Generation.

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[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

Principal Components for Automatic Term Hierarchy Building.

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[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

Evaluation in (XML) information retrieval: expected precision-recall with user modelling (EPRUM).

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[DOI]