Simone Scaboro

4 papers · 2021–2023 · 3 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 · Silver 🗺️ Taxonomy Completionist (12)

Venues

EMNLP (2) AACL (1) COLING (1)

Top co-authors

Beatrice Portelli (4) Giuseppe Serra (3) Emmanuele Chersoni (3) Enrico Santus (3) François Remy (1) Hooman Sedghamiz (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Clinical (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Understanding (1)

Keywords

text classification (2) ensemble learning (1) data augmentation (1) named entity recognition (1) long-tail distribution (1) entity extraction (1) social media text (1) entity normalization (1) clinical nlp (1) text extraction (1) negation detection (1) concept generalization (1) adverse drug event (1) hierarchical ontology (1) medical term normalization (1) zero-shot learning (1) ontology hierarchy (1)

Papers

Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts AACL 2023 AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022 Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021