Simon Lupart
- A Static Pruning Study on Sparse Neural Retrievers
2023/04/25 by Carlos Lassance, Lassance, Carlos, Simon Lupart +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Neural Networks and Applications #Topic Modeling
- A Study on FGSM Adversarial Training for Neural Retrieval
2023/01/25 by Simon Lupart, Lupart, Simon, Stéphane Clinchant +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search
2024/10/18 by Simon Lupart, Lupart, Simon, Mohammad Aliannejadi +3 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search
2024/11/22 by Simon Lupart, Lupart, Simon, Zahra Abbasiantaeb +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling