Rebecca Bendayan

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (1)

Top co-authors

Zeljko Kraljevic (2) Daniel Bean (2) Richard Dobson (2) Julia Ive (1) Thomas Searle (1) Robert Stewart (1) Aurelie Mascio (1) Falwah Alhamed (1) Lucia Specia (1) Angus Roberts (1)

Research topics

Healthcare & Medicine (3) Machine Learning (3) Natural Language Processing (3) Clinical (3) Artificial Intelligence (2) Applications (2) Core Methods (2) Learning Types (2) Interdisciplinary (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Social (1) Understanding (1)

Keywords

text classification (2) domain adaptation (1) social media analysis (1) entity linking (1) named entity recognition (1) model training (1) electronic health record (1) biomedical text (1) social media (1) depression detection (1) contextual embedding (1) word representation (1) clinical text (1) annotation scheme (1) mental health (1) clinical nlp (1) depression severity (1) symptom detection (1) annotation interface (1) active learning (1)

Papers

Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020 MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019