Matúš Falis
3 papers · 2019–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
Top co-authors
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