Simone Scaboro

5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

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

Top co-authors

Beatrice Portelli (5) Giuseppe Serra (3) Emmanuele Chersoni (3) Enrico Santus (3) François Remy (2) Hooman Sedghamiz (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) long tail distribution (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

Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts IJCNLP 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