2 papers
cs.CL2026
SwiftEmbed: Ultra-Fast Text Embeddings via Static Token Lookup for Real-Time Applications
Edouard Lansiaux, Antoine Simonet, Eric Wiel
We present SwiftEmbed, a production-oriented serving system for static token embeddings that achieves 1.12\,ms p50 latency for single-text requests while maintaining a 60.6 MTEB av…
cs.LG2025
Development and Comparative Evaluation of Three Artificial Intelligence Models (NLP, LLM, JEPA) for Predicting Triage in Emergency Departments: A 7-Month Retrospective Proof-of-Concept
Edouard Lansiaux, Ramy Azzouz, Emmanuel Chazard +2
Emergency departments struggle with persistent triage errors, especially undertriage and overtriage, which are aggravated by growing patient volumes and staff shortages. This study…