Suilan Estevez-Velarde

19 papers A* 1B 3C 1Misc 4Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Continual Pretraining of a Small Language Model on Cuban Spanish Corpora.
IWAIPR
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Alejandro Beltrán Varela, Carla Sunami Pérez Valera, Daniel Alejandro Valdés Pérez, Deborah Famadas Rodríguez, Elena Rodríguez Horta, Gabriel Hernández Rodríguez, Niley González Ferrales, Roberto Garcia Rodriguez, Roberto Marti Cedeño, Juan Pablo Consuegra-Ayala, Robiert Sepúlveda-Torres, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Manuel Palomar
2025 A* conf
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML.
EMNLP
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov
2025 J jnl
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML.
CoRR
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov
2023 J jnl
Applying Human-in-the-Loop to construct a dataset for determining content reliability to combat fake news.
Eng. Appl. Artif. Intell.
Alba Bonet-Jover, Robiert Sepúlveda-Torres, Estela Saquete, Patricio Martínez-Barco, Alejandro Piad-Morffis, Suilan Estevez-Velarde
2021 Misc conf
Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text.
RANLP
Hian Cañizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz Guillena
2021 J jnl
General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution.
Inf. Sci.
Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo
2021 Misc conf
Knowledge Discovery in COVID-19 Research Literature.
RANLP
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
2021 J jnl
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021.
Proces. del Leng. Natural
Alejandro Piad-Morfis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz
2020 B conf
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing.
COLING
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2020 — conf
Demo Application for the AutoGOAL Framework.
COLING (Demonstrations)
Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Yudivián Almeida-Cruz
2020 — conf
Knowledge Discovery in COVID-19 Research Literature.
NLP4COVID@EMNLP
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
2020 — conf
Overview eHealth-KD 2020.
IberLEF@SEPLN
Alejandro Piad-Morffis, Yoan Gutiérrez, Hian Cañizares-Diaz, Suilan Estevez-Velarde, Rafael Muñoz, Andrés Montoyo, Yudivián Almeida-Cruz
2019 Misc conf
A Neural Network Component for Knowledge-Based Semantic Representations of Text.
RANLP
Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivián Almeida-Cruz, Suilan Estevez-Velarde, Andrés Montoyo
2019 — conf
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text.
ACL (1)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2019 Misc conf
Demo Application for LETO: Learning Engine Through Ontologies.
RANLP
Suilan Estevez-Velarde, Andrés Montoyo, Yudivián Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis, Rafael Muñoz
2019 C conf
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study.
CIARP
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2019 — conf
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019.
IberLEF@SEPLN
Alejandro Piad-Morffis, Yoan Gutiérrez, Juan Pablo Consuegra-Ayala, Suilan Estevez-Velarde, Yudivián Almeida-Cruz, Rafael Muñoz, Andrés Montoyo
2015 B conf
Evolution strategies with thresheld convergence.
CEC
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Antonio Bolufé Röhler, James Montgomery, Stephen Chen
2013 B conf
Differential evolution with thresheld convergence.
IEEE Congress on Evolutionary Computation
Antonio Bolufé Röhler, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Sheng Chen, James Montgomery