Benjamin Piwowarski

170 papers A* 20A 10B 1C 3Misc 7Journal 60Unranked 62

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models. CoRR Yash Kankanampati, Yuxuan Zong, Nadi Tomeh, Benjamin Piwowarski, Joseph Le Roux
2026	J	`jnl`	MICE: Minimal Interaction Cross-Encoders for efficient Re-ranking. CoRR Mathias Vast, Victor Morand, Basile Van Cooten, Laure Soulier, Josiane Mothe, Benjamin Piwowarski
2026	—	`conf`	QueStER: Query Specification for Generative Keyword-Based Retrieval. EACL (Findings) Arthur Satouf, Yuxuan Zong, Habiboulaye Amadou Boubacar, Pablo Piantanida, Benjamin Piwowarski
2026	J	`jnl`	Reproducing and Comparing Distillation Techniques for Cross-Encoders. CoRR Victor Morand, Mathias Vast, Basile Van Cooten, Laure Soulier, Josiane Mothe, Benjamin Piwowarski
2026	J	`jnl`	The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations. CoRR Pierre-Antoine Lequeu, Léo Labat, Laurène Cave, Gaël Lejeune, François Yvon, Benjamin Piwowarski
2025	—	`conf`	Comprendre la Nature des Signaux de Correspondance dans les Modèles Neuronaux pour la RI. CORIA Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
2025	—	`conf`	Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts. EMNLP (Findings) Zineddine Tighidet, Andrea Mogini, Hédi Ben-Younes, Jiali Mei, Patrick Gallinari, Benjamin Piwowarski
2025	J	`jnl`	Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts. CoRR Zineddine Tighidet, Andrea Mogini, Hédi Ben-Younes, Jiali Mei, Patrick Gallinari, Benjamin Piwowarski
2025	—	`conf`	MEXMA: Token-level objectives improve sentence representations. ACL (1) João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault
2025	A*	`conf`	Mixture of Languages: Improved Multilingual Encoders Through Language Grouping. EMNLP João Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault
2025	J	`jnl`	On the Representations of Entities in Auto-regressive Large Language Models. CoRR Victor Morand, Josiane Mothe, Benjamin Piwowarski
2025	Misc	`ed.`	Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, ICTIR 2025, Padua, Italy, 18 July 2025 ICTIR Hamed Zamani, Laura Dietz, Benjamin Piwowarski, Sebastian Bruch
2025	J	`jnl`	QUESTER: Query Specification for Generative Retrieval. CoRR Arthur Satouf, Yuxuan Zong, Habiboulaye Amadou Boubacar, Pablo Piantanida, Benjamin Piwowarski
2025	A*	`conf`	Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. SIGIR Arthur Satouf, Gabriel Ben Zenou, Benjamin Piwowarski, Habiboulaye Amadou Boubacar, Pablo Piantanida
2025	J	`jnl`	Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. CoRR Arthur Satouf, Gabriel Ben Zenou, Benjamin Piwowarski, Habiboulaye Amadou Boubacar, Pablo Piantanida
2025	—	`conf`	Structural Deep Encoding for Table Question Answering. ACL (Findings) Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
2025	J	`jnl`	Structural Deep Encoding for Table Question Answering. CoRR Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
2025	J	`jnl`	Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and Trends. CoRR Camille Barboule, Benjamin Piwowarski, Yoan Chabot
2025	J	`jnl`	ToMMeR - Efficient Entity Mention Detection from Large Language Models. CoRR Victor Morand, Nadi Tomeh, Josiane Mothe, Benjamin Piwowarski
2025	A*	`conf`	Towards Lossless Token Pruning in Late-Interaction Retrieval Models. SIGIR Yuxuan Zong, Benjamin Piwowarski
2025	J	`jnl`	Towards Lossless Token Pruning in Late-Interaction Retrieval Models. CoRR Yuxuan Zong, Benjamin Piwowarski
2025	J	`jnl`	Understanding Matching Mechanisms in Cross-Encoders. CoRR Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
2025	—	`conf`	Vers un élagage de tokens sans coût dans les modèles de récupération à interaction tardive. CORIA Yuxuan Zong, Benjamin Piwowarski
2024	—	`conf`	Adaptation de Domaine Simple pour la Recherche Parcimonieuse. CORIA Mathias Vast, Yuxuan Zong, Basile Van Cooten, Benjamin Piwowarski, Laure Soulier
2024	—	`conf`	Learning Reading Order via Document Layout with Layout2Pos. TPDL (1) Laura Nguyen, Benjamin Piwowarski, Julio Laborde, Gilles Moyse
2024	—	`conf`	Learning Relational Decomposition of Queries for Question Answering from Tables. ACL (1) Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
2024	—	`ed.`	Linking Theory and Practice of Digital Libraries - 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Ljubljana, Slovenia, September 24-27, 2024, Proceedings, Part I TPDL (1) Apostolos Antonacopoulos, Annika Hinze, Benjamin Piwowarski, Mickaël Coustaty, Giorgio Maria Di Nunzio, Francesco Gelati, Nicholas Vanderschantz
2024	—	`ed.`	Linking Theory and Practice of Digital Libraries - 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Ljubljana, Slovenia, September 24-27, 2024, Proceedings, Part II TPDL (2) Apostolos Antonacopoulos, Annika Hinze, Benjamin Piwowarski, Mickaël Coustaty, Giorgio Maria Di Nunzio, Francesco Gelati, Nicholas Vanderschantz
2024	J	`jnl`	MEXMA: Token-level objectives improve sentence representations. CoRR João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault
2024	J	`jnl`	Probing Language Models on Their Knowledge Source. CoRR Zineddine Tighidet, Andrea Mogini, Jiali Mei, Benjamin Piwowarski, Patrick Gallinari
2024	—	`conf`	Simple Domain Adaptation for Sparse Retrievers. ECIR (3) Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier
2024	J	`jnl`	Simple Domain Adaptation for Sparse Retrievers. CoRR Mathias Vast, Yuxuan Zong, Basile Van Cooten, Benjamin Piwowarski, Laure Soulier
2024	—	`conf`	Structured representation for Information Retrieval. CORIA Yuxuan Zong, Benjamin Piwowarski
2024	J	`jnl`	Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Trans. Inf. Syst. Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2024	J	`jnl`	Training Table Question Answering via SQL Query Decomposition. CoRR Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
2024	—	`conf`	What Makes Multimodal In-Context Learning Work? CVPR Workshops Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
2024	J	`jnl`	What Makes Multimodal In-Context Learning Work? CoRR Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
2024	Misc	`conf`	Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. ICTIR Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
2024	J	`jnl`	Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. CoRR Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
2023	—	`conf`	CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023	J	`jnl`	CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023	A	`conf`	LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. EACL Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2023	J	`jnl`	LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. CoRR Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2023	—	`conf`	On the Limitations of Query Performance Prediction for Neural IR. SEBD Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	—	`conf`	Query Performance Prediction for Neural IR: Are We There Yet? ECIR (1) Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	J	`jnl`	Query Performance Prediction for Neural IR: Are We There Yet? CoRR Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	Misc	`conf`	Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. ICTIR Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	—	`conf`	XPMIR: Une bibliothèque modulaire pour l'apprentissage d'ordonnancement et les expériences de RI neuronale. CORIA-TALN Yuxuan Zong, Benjamin Piwowarski
2023	A*	`conf`	XpmIR: A Modular Library for Learning to Rank and Neural IR Experiments. SIGIR Yuxuan Zong, Benjamin Piwowarski
2022	—	`conf`	A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆. CIRCLE Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2022	—	`conf`	Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). TALN-RECITAL Antoine Chaffin, Vincent Claveau, Ewa Kijak, Sylvain Lamprier, Benjamin Piwowarski, Thomas Scialom, Jacopo Staiano
2022	A*	`conf`	From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. SIGIR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2022	J	`jnl`	From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. CoRR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2022	A*	`conf`	Generative Cooperative Networks for Natural Language Generation. ICML Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
2022	J	`jnl`	Generative Cooperative Networks for Natural Language Generation. CoRR Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
2022	Misc	`conf`	IRnator: A Framework for Discovering Users Needs from Sets of Suggestions. ICTIR Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
2022	—	`conf`	MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. TREC Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2022	—	`conf`	Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. ECIR (2) Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2022	J	`jnl`	On the Study of Transformers for Query Suggestion. ACM Trans. Inf. Syst. Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
2022	A*	`conf`	Which Discriminator for Cooperative Text Generation? SIGIR Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
2022	J	`jnl`	Which Discriminator for Cooperative Text Generation? CoRR Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
2021	—	`conf`	A White Box Analysis of ColBERT. ECIR (2) Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	J	`jnl`	Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. CoRR Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
2021	—	`conf`	Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. EMNLP (1) Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
2021	J	`jnl`	Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	—	`conf`	Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021. TREC Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski
2021	—	`conf`	QuestEval: Summarization Asks for Fact-based Evaluation. EMNLP (1) Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari
2021	J	`jnl`	SAFEval: Summarization Asks for Fact-based Evaluation. CoRR Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang
2021	J	`jnl`	SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2021	A*	`conf`	SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. SIGIR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	J	`jnl`	SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	—	`conf`	Skim-Attention: Learning to Focus via Document Layout. EMNLP (Findings) Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
2021	J	`jnl`	Skim-Attention: Learning to Focus via Document Layout. CoRR Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
2021	A*	`conf`	To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. NeurIPS Thomas Scialom, Paul-Alexis Dray, Jacopo Staiano, Sylvain Lamprier, Benjamin Piwowarski
2021	J	`jnl`	To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2021	—	`conf`	Une Analyse du Modèle ColBERT. CORIA Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2020	J	`jnl`	A White Box Analysis of ColBERT. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2020	A*	`conf`	ColdGANs: Taming Language GANs with Cautious Sampling Strategies. NeurIPS Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	ColdGANs: Taming Language GANs with Cautious Sampling Strategies. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	A*	`conf`	Discriminative Adversarial Search for Abstractive Summarization. ICML Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	Discriminative Adversarial Search for Abstractive Summarization. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	A*	`conf`	Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR). SIGIR Benjamin Piwowarski
2020	J	`jnl`	Incorporating Visual Semantics into Sentence Representations within a Grounded Space. CoRR Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
2020	—	`book`	Learning Representation for Information Access. Benjamin Piwowarski
2020	—	`conf`	MLSUM: The Multilingual Summarization Corpus. EMNLP (1) Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	MLSUM: The Multilingual Summarization Corpus. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	—	`conf`	Naver Labs Europe @ TREC Deep Learning 2020. TREC Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2020	J	`jnl`	Transductive Zero-Shot Learning using Cross-Modal CycleGAN. CoRR Patrick Bordes, Eloi Zablocki, Benjamin Piwowarski, Patrick Gallinari
2020	—	`conf`	Using BERT and BART for Query Suggestion. CIRCLE Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
2019	—	`conf`	Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP/IJCNLP (1) Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2019	J	`jnl`	Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. CoRR Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2019	—	`conf`	Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales. CORIA Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2019	A*	`conf`	Context-Aware Zero-Shot Learning for Object Recognition. ICML Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
2019	J	`jnl`	Context-Aware Zero-Shot Learning for Object Recognition. CoRR Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
2019	—	`conf`	Incorporating Visual Semantics into Sentence Representations within a Grounded Space. EMNLP/IJCNLP (1) Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
2019	A*	`ed.`	Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019. SIGIR Benjamin Piwowarski, Max Chevalier, Éric Gaussier, Yoelle Maarek, Jian-Yun Nie, Falk Scholer
2019	—	`conf`	Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL (1) Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2019	—	`conf`	Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle. CORIA Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
2019	—	`conf`	Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. ACL (1) Étienne Simon, Vincent Guigue, Benjamin Piwowarski
2018	A	`ed.`	Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings ECIR Gabriella Pasi, Benjamin Piwowarski, Leif Azzopardi, Allan Hanbury
2018	—	`ch.`	Evaluation Metrics for Structured Text Retrieval. Encyclopedia of Database Systems (2nd ed.) Jovan Pehcevski, Benjamin Piwowarski
2018	J	`jnl`	Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification. Appl. Soft Comput. Alejandro Lopez Rincon, Alberto Paolo Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari
2018	A*	`conf`	Learning Multi-Modal Word Representation Grounded in Visual Context. AAAI Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
2018	J	`jnl`	Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari
2018	—	`conf`	Représentations Gaussiennes pour le Filtrage Collaboratif. CORIA Hadrien Titeux, Benjamin Piwowarski, Patrick Gallinari
2018	—	`ch.`	Specificity. Encyclopedia of Database Systems (2nd ed.) Jovan Pehcevski, Benjamin Piwowarski
2017	A*	`conf`	Gaussian Embeddings for Collaborative Filtering. SIGIR Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
2017	—	`conf`	LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings. CLEF (Working Notes) Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
2017	J	`jnl`	Learning Multi-Modal Word Representation Grounded in Visual Context. CoRR Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
2016	—	`conf`	Apprentissage de modèles de langue neuronaux pour la recherche d'information. CORIA-CIFED Nicolas Desprès, Sylvain Lamprier, Benjamin Piwowarski
2016	J	`jnl`	Efficient Document Indexing Using Pivot Tree. CoRR Gaurav Singh, Benjamin Piwowarski
2016	J	`jnl`	Learning Term Weights for Ad-hoc Retrieval. CoRR Benjamin Piwowarski
2016	—	`conf`	Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings. ECML/PKDD (2) Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
2016	—	`conf`	Représentation temporelle des mots : application au clustering de micro-blogs. CORIA-CIFED Zeljko Kraljevic, Nicolas Baskiotis, Benjamin Piwowarski, Patrick Gallinari
2016	—	`conf`	Texte et Représentation en Recherche d'Information. CORIA-CIFED Benjamin Piwowarski
2015	—	`conf`	Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation. CLEF (Working Notes) Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
2015	B	`conf`	Leveraging Rating Behavior to Predict Negative Social Ties. ASONAM Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
2015	J	`jnl`	Parameterized Neural Network Language Models for Information Retrieval. CoRR Benjamin Piwowarski, Sylvain Lamprier, Nicolas Desprès
2015	—	`conf`	Polarité des jugements et des interactions pour le filtrage collaboratif et la prédiction de liens sociaux. CORIA Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
2014	—	`conf`	Filtrage collaboratif et intégration de la polarité des jugements. CORIA-CIFED Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
2013	J	`jnl`	Diversification Based Static Index Pruning - Application to Temporal Collections. CoRR Zeynep Pehlivan, Benjamin Piwowarski, Stéphane Gançarski
2013	J	`jnl`	Model Based Comparison of Discounted Cumulative Gain and Average Precision. J. Discrete Algorithms Georges Dupret, Benjamin Piwowarski
2013	—	`conf`	Méthodologie pour une représentation multi-dimensionnelle des documents. CORIA Benjamin Piwowarski
2013	Misc	`conf`	Quantum Mechanics and Information Retrieval: From Theory to Application. ICTIR Massimo Melucci, Benjamin Piwowarski
2012	J	`jnl`	Beyond Cumulated Gain and Average Precision: Including Willingness and Expectation in the User Model CoRR Benjamin Piwowarski, Georges Dupret, Mounia Lalmas
2012	J	`jnl`	On using a quantum physics formalism for multidocument summarization. J. Assoc. Inf. Sci. Technol. Benjamin Piwowarski, Massih-Reza Amini, Mounia Lalmas
2012	J	`jnl`	The Kernel Quantum Probabilities (KQP) Library CoRR Benjamin Piwowarski
2011	—	`conf`	A Query Algebra for Quantum Information Retrieval. IIR Annalina Caputo, Benjamin Piwowarski, Mounia Lalmas
2011	A*	`conf`	Handling data sparsity in collaborative filtering using emotion and semantic based features. SIGIR Yashar Moshfeghi, Benjamin Piwowarski, Joemon M. Jose
2011	Misc	`conf`	On the use of Complex Numbers in Quantum Models for Information Retrieval. ICTIR Guido Zuccon, Benjamin Piwowarski, Leif Azzopardi
2011	A	`conf`	Processing Queries in Session in a Quantum-Inspired IR Framework. ECIR Ingo Frommholz, Benjamin Piwowarski, Mounia Lalmas, Keith van Rijsbergen
2010	A*	`conf`	A user behavior model for average precision and its generalization to graded judgments. SIGIR Georges Dupret, Benjamin Piwowarski
2010	—	`conf`	Dynamics of Genre and Domain Intents. AIRS Shanu Sushmita, Benjamin Piwowarski, Mounia Lalmas
2010	J	`jnl`	Exploring a Multidimensional Representation of Documents and Queries (extended version) CoRR Benjamin Piwowarski, Ingo Frommholz, Mounia Lalmas, Keith van Rijsbergen
2010	—	`conf`	Exploring a multidimensional representation of documents and queries. RIAO Benjamin Piwowarski, Mounia Lalmas, Ingo Frommholz, Keith van Rijsbergen
2010	A	`conf`	Filtering Documents with Subspaces. ECIR Benjamin Piwowarski, Ingo Frommholz, Yashar Moshfeghi, Mounia Lalmas, Keith van Rijsbergen
2010	—	`conf`	How Quantum Theory Is Developing the Field of Information Retrieval. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes Dawei Song, Mounia Lalmas, Keith van Rijsbergen, Ingo Frommholz, Benjamin Piwowarski, Jun Wang, Peng Zhang, Guido Zuccon, Peter Bruza, Sachi Arafat, Leif Azzopardi, Emanuele Di Buccio, Alvaro Francisco Huertas-Rosero, Yuexian Hou, Massimo Melucci, Stefan M. Rüger
2010	—	`conf`	Supporting polyrepresentation in a quantum-inspired geometrical retrieval framework. IIiX Ingo Frommholz, Birger Larsen, Benjamin Piwowarski, Mounia Lalmas, Peter Ingwersen, Keith van Rijsbergen
2010	A	`conf`	What can quantum theory bring to information retrieval. CIKM Benjamin Piwowarski, Ingo Frommholz, Mounia Lalmas, Keith van Rijsbergen
2009	Misc	`conf`	A Quantum-Based Model for Interactive Information Retrieval. ICTIR Benjamin Piwowarski, Mounia Lalmas
2009	J	`jnl`	A Quantum-based Model for Interactive Information Retrieval (extended version) CoRR Benjamin Piwowarski, Mounia Lalmas
2009	—	`ch.`	Evaluation Metrics for Structured Text Retrieval. Encyclopedia of Database Systems Jovan Pehcevski, Benjamin Piwowarski
2009	J	`jnl`	Introduction to the special issue on Graphical Models and Information Retrieval. Int. J. Approx. Reason. Juan M. Fernández-Luna, Juan F. Huete, Benjamin Piwowarski
2009	A	`conf`	Mining user web search activity with layered bayesian networks or how to capture a click in its context. WSDM Benjamin Piwowarski, Georges Dupret, Rosie Jones
2009	A	`conf`	Movie Recommender: Semantically Enriched Unified Relevance Model for Rating Prediction in Collaborative Filtering. ECIR Yashar Moshfeghi, Deepak Agarwal, Benjamin Piwowarski, Joemon M. Jose
2009	—	`ch.`	Specificity. Encyclopedia of Database Systems Jovan Pehcevski, Benjamin Piwowarski
2009	—	`conf`	Structured Information Retrieval and Quantum Theory. QI Benjamin Piwowarski, Mounia Lalmas
2008	A*	`conf`	A user browsing model to predict search engine click data from past observations. SIGIR Georges Dupret, Benjamin Piwowarski
2008	J	`jnl`	Sound and complete relevance assessment for XML retrieval. ACM Trans. Inf. Syst. Benjamin Piwowarski, Andrew Trotman, Mounia Lalmas
2007	C	`conf`	Enhancing Educational-Material Retrieval Using Authored-Lesson Metadata. SPIRE Olivier Motelet, Benjamin Piwowarski, Georges Dupret, José A. Pino, Nelson Baloian
2007	J	`jnl`	Information retrieval and applications of graphical models (IRGM 2007). SIGIR Forum Juan M. Fernández-Luna, Benjamin Piwowarski, Juan F. Huete
2007	J	`jnl`	Precision recall with user modeling (PRUM): Application to structured information retrieval. ACM Trans. Inf. Syst. Benjamin Piwowarski, Patrick Gallinari, Georges Dupret
2007	A	`conf`	Predictive user click models based on click-through history. CIKM Benjamin Piwowarski, Hugo Zaragoza
2007	A	`conf`	Taking advantage of the Semantics of a Lesson Graph based on Learning Objects. AIED Olivier Motelet, Nelson Baloian, Benjamin Piwowarski, José A. Pino
2006	C	`conf`	A Statistical Model of Query Log Generation. SPIRE Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza
2006	A*	`conf`	Evaluation in (XML) information retrieval: expected precision-recall with user modelling (EPRUM). SIGIR Benjamin Piwowarski, Georges Dupret
2006	—	`conf`	INEX 2006 Evaluation Measures. INEX Mounia Lalmas, Gabriella Kazai, Jaap Kamps, Jovan Pehcevski, Benjamin Piwowarski, Stephen Robertson
2006	C	`conf`	Principal Components for Automatic Term Hierarchy Building. SPIRE Georges Dupret, Benjamin Piwowarski
2005	J	`jnl`	A Bayesian Framework for XML Information Retrieval: Searching and Learning with the INEX Collection. Inf. Retr. Benjamin Piwowarski, Patrick Gallinari
2005	—	`conf`	Discovering a Term Taxonomy from Term Similarities Using Principal Component Analysis. EWMF/KDO Hannah Bast, Georges Dupret, Debapriyo Majumdar, Benjamin Piwowarski
2005	—	`conf`	EPRUM Metrics and INEX 2005. INEX Benjamin Piwowarski
2004	—	`conf`	An Algebra for Probabilistic XML Retrieval. TDM Benjamin Piwowarski, Patrick Gallinari
2004	—	`conf`	An Algebra for Structured Queries in Bayesian Networks. INEX Jean-Noël Vittaut, Benjamin Piwowarski, Patrick Gallinari
2004	—	`conf`	Interface pour l'évaluation de systèmes de recherche sur des documents XML. CORIA Benjamin Piwowarski, Mounia Lalmas
2004	A	`conf`	Providing consistent and exhaustive relevance assessments for XML retrieval evaluation. CIKM Benjamin Piwowarski, Mounia Lalmas
2003	—	`conf`	A Machine Learning Model for Information Retrieval with Structured Documents. MLDM Benjamin Piwowarski, Patrick Gallinari
2003	—	`conf`	Bayesian Networks and INEX'03. INEX Benjamin Piwowarski, Huyen-Trang Vu, Patrick Gallinari
2003	—	`conf`	Expected Ratio of Relevant Units: A Measure for Structured Information Retrieval. INEX Benjamin Piwowarski, Patrick Gallinari
2003	—	`conf`	Working Group Report: the Assessment Tool. INEX Benjamin Piwowarski
2002	—	`conf`	Bayesian Networks and INEX. INEX Workshop Benjamin Piwowarski, Georges-Etienne Faure, Patrick Gallinari