Suilan Estevez-Velarde
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (13) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15)
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Keyword Pioneer
🏆
Keyword Champion
(3)
Conferences
COLING (2)
EMNLP (2)
ACL (1)
NAACL (1)
Top co-authors
Keywords
hyperparameter optimization
(4)
knowledge discovery
(3)
automatic machine learning
(2)
automated machine learning
(2)
text mining
(2)
neural architecture search
(1)
semantic annotation
(1)
language model fine-tuning
(1)
experience replay
(1)
experience reuse
(1)
clinical text
(1)
fact extraction
(1)
semantic model
(1)
machine learning pipeline
(1)
covid-19 literature
(1)
automated hyperparameter optimization
(1)
spanish nlp
(1)
health domain
(1)
model selection
(1)
grammatical evolution
(1)
Papers
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML
EMNLP 2025
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing
COLING 2020
Demo Application for the AutoGOAL Framework
COLING 2020
Knowledge Discovery in COVID-19 Research Literature
EMNLP 2020
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
ACL 2019
A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text
NAACL 2019