Fabián Villena
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(10)
📈
Trend Setter
Conferences
EMNLP (2)
NAACL (2)
ACL (1)
Top co-authors
Keywords
named entity recognition
(5)
clinical nlp
(2)
information extraction
(1)
language model evaluation
(1)
privacy preservation
(1)
medical embeddings
(1)
knowledge graph
(1)
language model
(1)
pre-trained language model
(1)
contextualized embedding
(1)
clinical text
(1)
medical coding
(1)
medical entity
(1)
medical record
(1)
intrinsic evaluation
(1)
spanish language
(1)
contextual word embedding
(1)
clinical narrative
(1)
medical concept embedding
(1)
spanish clinical text
(1)
Papers
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
NAACL 2024
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System
ACL 2023
A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models
EMNLP 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing
NAACL 2022
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish
EMNLP 2020