Camille Pradel

3 papers · 2019–2022 · 2 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

EMNLP (2) NAACL (1)

Top co-authors

Hadjer Khaldi (1) Philippe Muller (1) Nathalie Aussenac-Gilles (1) Amine Abdaoui (1) Damien Sileo (1) Grégoire Sigel (1) Farah Benamara (1) Tim Van de Cruys (1)

Research topics

Machine Learning (3) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Learning Types · Machine Learning (2) Applications (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

knowledge distillation (2) unsupervised learning (1) transfer learning (1) relation extraction (1) data imbalance (1) soft label (1) sentence representation (1) sentence embedding (1) parameter reduction (1) multilingual transformer (1) discourse marker (1) vocabulary reduction (1) business relation (1) model compression (1) business relation extraction (1)

Papers

How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022 Load What You Need: Smaller Versions of Mutililingual BERT EMNLP 2020 Mining Discourse Markers for Unsupervised Sentence Representation Learning NAACL 2019