Théo Ryffel

4 papers · 2019–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ACL (1) COLING (1) NAACL (1) NeurIPS (1)

Top co-authors

Simon Meoni (3) Éric de la Clergerie (3) Edouard Dufour-Sans (1) Romain Gay (1) Francis Bach (1) David Pointcheval (1)

Research topics

Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Learning Types (2) Resources & Methods (2) Healthcare & Medicine (1) Clinical (1) Models (1) Techniques (1) Understanding (1)

Keywords

privacy-preserving machine learning (1) few-shot learning (1) knowledge distillation (1) multilingual nlp (1) named entity recognition (1) data annotation (1) multilingual processing (1) privacy preservation (1) adversarial training (1) semantic similarity (1) synthetic data (1) quadratic activation (1) electronic health record (1) reward mechanism (1) homomorphic encryption (1) clinical entity extraction (1) clinical nlp (1) large language model (1) neural network (1) functional encryption (1)

Papers

Synthetic Documents for Medical Tasks: Bridging Privacy with Knowledge Injection and Reward Mechanism NAACL 2025 Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024 Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023 Partially Encrypted Deep Learning using Functional Encryption NeurIPS 2019