Matúš Falis

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 · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

EMNLP (2) ACL (1)

Top co-authors

Beatrice Alex (2) Alexandra Birch (2) Hang Dong (2) Aneta Lisowska (1) Patrick Schrempf (1) Maciej Pajak (1) Lucas Deckers (1) Sotirios Tsaftaris (1) Shadia Mikhael (1) Alison O’Neil (1)

Research topics

Healthcare & Medicine (3) Machine Learning (3) Clinical (3) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Applications (2) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types · Deep Learning (1)

Keywords

icd coding (3) text classification (2) hierarchical classification (2) multi-label classification (2) data augmentation (1) explainable ai (1) evaluation metric (1) semantic concept (1) clinical text (1) hierarchical evaluation (1) zero-shot learning (1) medical document (1) metric learning (1) few-shot learning (1) attention mechanism (1)

Papers

Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021 Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text EMNLP 2019