Papers by Jonathan Pattin Cottet
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions (2026.eacl-industry)
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| Challenge: | Existing language models ignore layout information, rely on expensive image-based architectures, or cannot operate under privacy and hardware constraints. |
| Approach: | They propose a lightweight, privacy-preserving transformer specifically designed for Entity Extraction (EE) and Entity Linking (EL) in french medical prescriptions. |
| Outcome: | The proposed model matches or surpasses larger document-understanding models on strict extraction metrics while maintaining essential spatial cues. |