Benjamin Piwowarski

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 79

Top Venues

Publications

Mathias Vast, Yuxuan Zong, Basile Van Cooten, Benjamin Piwowarski, Laure Soulier
Simple Domain Adaptation for Sparse Retrievers. CoRR (2024)
Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
Learning Relational Decomposition of Queries for Question Answering from Tables. ACL (1) (2024)
Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
Training Table Question Answering via SQL Query Decomposition. CoRR (2024)
Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski
What Makes Multimodal In-Context Learning Work? CoRR (2024)
Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. ICTIR (2024)
Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. 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)
Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier
Simple Domain Adaptation for Sparse Retrievers. ECIR (3) (2024)
Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. EACL (2023)
Yuxuan Zong, Benjamin Piwowarski
XPMIR: Une bibliothèque modulaire pour l'apprentissage d'ordonnancement et les expériences de RI neuronale. CORIA-TALN (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)
Yuxuan Zong, Benjamin Piwowarski
XpmIR: A Modular Library for Learning to Rank and Neural IR Experiments. SIGIR (2023)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR (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)
Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. 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)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) (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)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. TREC (2022)
Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
IRnator: A Framework for Discovering Users Needs from Sets of Suggestions. ICTIR (2022)
Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
On the Study of Transformers for Query Suggestion. ACM Trans. Inf. Syst. 40 (1) (2022)
Antoine Chaffin, Vincent Claveau, Ewa Kijak, Sylvain Lamprier, Benjamin Piwowarski, Thomas Scialom, Jacopo Staiano
Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). TALN-RECITAL (2022)
Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
Generative Cooperative Networks for Natural Language Generation. ICML (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)
Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
Generative Cooperative Networks for Natural Language Generation. CoRR (2022)
Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
Which Discriminator for Cooperative Text Generation? SIGIR (2022)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. ECIR (2) (2022)
Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
Which Discriminator for Cooperative Text Generation? 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)
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. CoRR (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. SIGIR (2021)
Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
Skim-Attention: Learning to Focus via Document Layout. CoRR (2021)
Thomas Scialom, Paul-Alexis Dray, Jacopo Staiano, Sylvain Lamprier, Benjamin Piwowarski
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. NeurIPS (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)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari
QuestEval: Summarization Asks for Fact-based Evaluation. EMNLP (1) (2021)
Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang
SAFEval: Summarization Asks for Fact-based Evaluation. CoRR (2021)
Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
Skim-Attention: Learning to Focus via Document Layout. EMNLP (Findings) (2021)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Une Analyse du Modèle ColBERT. CORIA (2021)
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. EMNLP (1) (2021)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. CoRR (2021)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
ColdGANs: Taming Language GANs with Cautious Sampling Strategies. NeurIPS (2020)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
Discriminative Adversarial Search for Abstractive Summarization. ICML (2020)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
MLSUM: The Multilingual Summarization Corpus. EMNLP (1) (2020)
Agnès Mustar, Sylvain Lamprier, Benjamin Piwowarski
Using BERT and BART for Query Suggestion. CIRCLE (2020)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
A White Box Analysis of ColBERT. CoRR (2020)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
Discriminative Adversarial Search for Abstractive Summarization. CoRR (2020)
Benjamin Piwowarski
Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR). SIGIR (2020)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Incorporating Visual Semantics into Sentence Representations within a Grounded Space. CoRR (2020)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
ColdGANs: Taming Language GANs with Cautious Sampling Strategies. CoRR (2020)
Patrick Bordes, Eloi Zablocki, Benjamin Piwowarski, Patrick Gallinari
Transductive Zero-Shot Learning using Cross-Modal CycleGAN. CoRR (2020)
Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
Naver Labs Europe @ TREC Deep Learning 2020. TREC (2020)
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
MLSUM: The Multilingual Summarization Corpus. CoRR (2020)
Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales. CORIA (2019)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle. CORIA (2019)
Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Context-Aware Zero-Shot Learning for Object Recognition. CoRR (2019)
Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Context-Aware Zero-Shot Learning for Object Recognition. ICML (2019)
Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL (1) (2019)
Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. CoRR (2019)
Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP/IJCNLP (1) (2019)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Incorporating Visual Semantics into Sentence Representations within a Grounded Space. EMNLP/IJCNLP (1) (2019)
Étienne Simon, Vincent Guigue, Benjamin Piwowarski
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. ACL (1) (2019)
Hadrien Titeux, Benjamin Piwowarski, Patrick Gallinari
Représentations Gaussiennes pour le Filtrage Collaboratif. CORIA (2018)
Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari
Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data 12 (5) (2018)
Alejandro Lopez Rincon, Alberto Paolo Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari
Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification. Appl. Soft Comput. 65 (2018)
Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Learning Multi-Modal Word Representation Grounded in Visual Context. AAAI (2018)
Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
Gaussian Embeddings for Collaborative Filtering. SIGIR (2017)
Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings. CLEF (Working Notes) (2017)
Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Learning Multi-Modal Word Representation Grounded in Visual Context. CoRR (2017)
Nicolas Desprès, Sylvain Lamprier, Benjamin Piwowarski
Apprentissage de modèles de langue neuronaux pour la recherche d'information. CORIA-CIFED (2016)
Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings. ECML/PKDD (2) (2016)
Benjamin Piwowarski
Learning Term Weights for Ad-hoc Retrieval. CoRR (2016)
Zeljko Kraljevic, Nicolas Baskiotis, Benjamin Piwowarski, Patrick Gallinari
Représentation temporelle des mots : application au clustering de micro-blogs. CORIA-CIFED (2016)
Gaurav Singh, Benjamin Piwowarski
Efficient Document Indexing Using Pivot Tree. CoRR (2016)
Benjamin Piwowarski
Texte et Représentation en Recherche d'Information. CORIA-CIFED (2016)
Benjamin Piwowarski, Sylvain Lamprier, Nicolas Desprès
Parameterized Neural Network Language Models for Information Retrieval. CoRR (2015)
Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation. CLEF (Working Notes) (2015)
Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
Polarité des jugements et des interactions pour le filtrage collaboratif et la prédiction de liens sociaux. CORIA (2015)
Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
Leveraging Rating Behavior to Predict Negative Social Ties. ASONAM (2015)
Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari
Filtrage collaboratif et intégration de la polarité des jugements. CORIA-CIFED (2014)
Benjamin Piwowarski
Méthodologie pour une représentation multi-dimensionnelle des documents. CORIA (2013)
Georges Dupret, Benjamin Piwowarski
Model Based Comparison of Discounted Cumulative Gain and Average Precision. J. Discrete Algorithms 18 (2013)
Zeynep Pehlivan, Benjamin Piwowarski, Stéphane Gançarski
Diversification Based Static Index Pruning - Application to Temporal Collections. CoRR (2013)
Massimo Melucci, Benjamin Piwowarski
Quantum Mechanics and Information Retrieval: From Theory to Application. ICTIR (2013)
Benjamin Piwowarski, Massih-Reza Amini, Mounia Lalmas
On using a quantum physics formalism for multidocument summarization. J. Assoc. Inf. Sci. Technol. 63 (5) (2012)
Benjamin Piwowarski, Georges Dupret, Mounia Lalmas
Beyond Cumulated Gain and Average Precision: Including Willingness and Expectation in the User Model CoRR (2012)
Benjamin Piwowarski
The Kernel Quantum Probabilities (KQP) Library CoRR (2012)
Ingo Frommholz, Benjamin Piwowarski, Mounia Lalmas, Keith van Rijsbergen
Processing Queries in Session in a Quantum-Inspired IR Framework. ECIR (2011)
Annalina Caputo, Benjamin Piwowarski, Mounia Lalmas
A Query Algebra for Quantum Information Retrieval. IIR (2011)
Yashar Moshfeghi, Benjamin Piwowarski, Joemon M. Jose
Handling data sparsity in collaborative filtering using emotion and semantic based features. SIGIR (2011)
Guido Zuccon, Benjamin Piwowarski, Leif Azzopardi
On the use of Complex Numbers in Quantum Models for Information Retrieval. ICTIR (2011)
Ingo Frommholz, Birger Larsen, Benjamin Piwowarski, Mounia Lalmas, Peter Ingwersen, Keith van Rijsbergen
Supporting polyrepresentation in a quantum-inspired geometrical retrieval framework. IIiX (2010)
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
How Quantum Theory Is Developing the Field of Information Retrieval. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes (2010)
Georges Dupret, Benjamin Piwowarski
A user behavior model for average precision and its generalization to graded judgments. SIGIR (2010)
Benjamin Piwowarski, Mounia Lalmas, Ingo Frommholz, Keith van Rijsbergen
Exploring a multidimensional representation of documents and queries. RIAO (2010)
Benjamin Piwowarski, Ingo Frommholz, Yashar Moshfeghi, Mounia Lalmas, Keith van Rijsbergen
Filtering Documents with Subspaces. ECIR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Benjamin Piwowarski