Carlos Lassance

From Distillation to Hard Negative Sampling

Thibault Formal, Carlos Lassance, Benjamin Piwowarski et al. · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 106 citations

Structured Prediction, Llm Fine-tuning, Engineering +23

An Efficiency Study for SPLADE Models

Carlos Lassance, Stéphane Clinchant · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 59 citations · Full text

Deep Geometric Knowledge Distillation with Graphs

Carlos Lassance, Myriam Bontonou, Ghouthi Boukli Hacene et al. · 2020 · 36 citations

Geometric Learning, Graph Neural Network, Machine Vision +14

From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective

Thibault Formal, Carlos Lassance, Benjamin Piwowarski et al. · arXiv (Cornell University) · 2022 · 14 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +22

A Static Pruning Study on Sparse Neural Retrievers

Carlos Lassance, Simon Lupart, Hervé Déjean et al. · 2023 · 13 citations

Ranking Algorithm, Engineering, Machine Learning +19