Formal, Thibault
- SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking
2021/07/12 by Thibault Formal, Formal, Thibault, Benjamin Piwowarski +3 · 1 voice · 63 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Text and Document Classification Technologies #cs.IR
- 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 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- SPLADE-v3: New baselines for SPLADE
2024/03/11 by Carlos Lassance, Lassance, Carlos, Hervé Déjean +5 · 18 citations
Medicine · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Medical Imaging Techniques and Applications
- BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
2024/07/01 by Rau, David, Déjean, Hervé, Chirkova, Nadezhda +4 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE
2024/03/15 by Hervé Déjean, Stéphane Clinchant, Déjean, Hervé +3 · 5 citations
Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Retrieval-augmented generation in multilingual settings
2024/07/01 by Nadezhda Chirkova, Chirkova, Nadezhda, David Rau +9 · 6 citations
Computer Science · #Speech and dialogue systems
- 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 Formal, Thibault, Piwowarski, Benjamin, Clinchant, Stéphane · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- SPLATE: Sparse Late Interaction Retrieval
2024/04/22 by Thibault Formal, Formal, Thibault, Stéphane Clinchant +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
- MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval
2022/05/05 by Simon Lupart, Lupart, Simon, Thibault Formal +3 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- Provence: efficient and robust context pruning for retrieval-augmented generation
2025/01/27 by Nadezhda Chirkova, Chirkova, Nadezhda, Thibault Formal +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Web Data Mining and Analysis
- 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