Piwowarski, Benjamin
- SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking
2021/07/12 by Thibault Formal, Formal, Thibault, Benjamin Piwowarski +3 · 1 voice · 70 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Text and Document Classification Technologies #cs.IR
- QuestEval: Summarization Asks for Fact-based Evaluation
2021/03/23 by Thomas Scialom, Scialom, Thomas, Paul-Alexis Dray +11 · 29 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
2021/09/21 by Thibault Formal, Carlos Lassance, Formal, Thibault +5 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective
2022/05/10 by Formal, Thibault, Lassance, Carlos, Piwowarski, Benjamin +1 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MLSUM: The Multilingual Summarization Corpus
2020/04/30 by Scialom, Thomas, Dray, Paul-Alexis, Lamprier, Sylvain +2 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- What Makes Multimodal In-Context Learning Work?
2024/04/24 by Folco Bertini Baldassini, Mustafa Shukor, Baldassini, Folco Bertini +7 · 13 citations
Arts and Humanities · Health Professions · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #Discourse Analysis in Language Studies #EFL/ESL Teaching and Learning #FOS: Computer and information sciences
- Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
2019/09/04 by Thomas Scialom, Scialom, Thomas, Sylvain Lamprier +5 · 7 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic\n Evaluation
2021/04/15 by Clément Rebuffel, Thomas Scialom, Rebuffel, Clément +13 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Match Your Words! A Study of Lexical Matching in Neural Information Retrieval
2021/12/10 by Thibault Formal, Formal, Thibault, Benjamin Piwowarski +3 · 3 citations
Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications
- A White Box Analysis of ColBERT
2020/12/17 by Thibault Formal, Formal, Thibault, Benjamin Piwowarski +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Algorithms and Data Compression #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Probing Language Models on Their Knowledge Source
2024/10/08 by Zineddine Tighidet, Andrea Mogini, Tighidet, Zineddine +7 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Skim-Attention: Learning to Focus via Document Layout
2021/09/02 by Nguyen, Laura, Scialom, Thomas, Staiano, Jacopo +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Query Performance Prediction for Neural IR: Are We There Yet?
2023/02/20 by Guglielmo Faggioli, Faggioli, Guglielmo, Thibault Formal +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization
2023/01/26 by Laura Nguyen, Nguyen, Laura, Thomas Scialom +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Structural Deep Encoding for Table Question Answering
2025/03/03 by Raphaël Mouravieff, Benjamin Piwowarski, Mouravieff, Raphaël +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Training Table Question Answering via SQL Query Decomposition
2024/02/19 by Raphaël Mouravieff, Mouravieff, Raphaël, Benjamin Piwowarski +3 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Understanding Matching Mechanisms in Cross-Encoders
2025/07/19 by Vast, Mathias, Van Cooten, Basile, Soulier, Laure +1 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and Trends
2025/01/04 by Camille Barboule, Barboule, Camille, Benjamin Piwowarski +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies #Topic Modeling