Suilan Estevez-Velarde
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
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
A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text
NAACL 2019
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
ACL 2019