Milagros Fernández Gavilanes

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 22

Top Topics

Natural Language Generation

Sentiment Analysis

Genre Classification

Top Venues

Expert Syst. Appl.

SemEval@NAACL-HLT

Publications

Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Creating emoji lexica from unsupervised sentiment analysis of their descriptions. CoRR (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
A Library for Automatic Natural Language Generation of Spanish Texts. CoRR (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco J. González-Castaño, Óscar Barba Seara
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus. CoRR (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
A System for Automatic English Text Expansion. CoRR (2024)
Silvia García-Méndez, Francisco De Arriba-Pérez, Óscar Barba Seara, Milagros Fernández Gavilanes, Francisco Javier González-Castaño
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing. ISCSIC (2021)
Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Silvia García-Méndez, Francisco J. González-Castaño, Jonathan Juncal-Martínez
Evaluation of online emoji description resources for sentiment analysis purposes. Expert Syst. Appl. 184 (2021)
Andrés Suárez-García, Elena Arce-Fariña, María Álvarez Hernández, Milagros Fernández Gavilanes
Teaching structural analysis theory with Jupyter Notebooks. Comput. Appl. Eng. Educ. 29 (5) (2021)
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Óscar Barba Seara
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus. IEEE Access 8 (2020)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
A System for Automatic English Text Expansion. IEEE Access 7 (2019)
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Differentiating users by language and location estimation in sentiment analisys of informal text during major public events. Expert Syst. Appl. 117 (2019)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
A library for automatic natural language generation of spanish texts. Expert Syst. Appl. 120 (2019)
Tamara Álvarez-López, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Patrice Bellot
A Proposal for Book Oriented Aspect Based Sentiment Analysis: Comparison over Domains. NLDB (2018)
Tamara Álvarez-López, Patrice Bellot, Milagros Fernández Gavilanes, Enrique Costa-Montenegro
From Genre Classification to Aspect Extraction: New Annotation Schemas for Book Reviews. WI (2018)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
Automatic Natural Language Generation Applied to Alternative and Augmentative Communication for Online Video Content Services using SimpleNLG for Spanish. W4A (2018)
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
lexica from unsupervised sentiment analysis of their descriptions. Expert Syst. Appl. 103 (2018)
Tamara Álvarez-López, Milagros Fernández Gavilanes, Silvia García-Méndez, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
GTI at TASS 2016: Supervised Approach for Aspect Based Sentiment Analysis in Twitter. TASS@SEPLN (2016)
Milagros Fernández Gavilanes, Tamara Álvarez-López, Jonathan Juncal-Martínez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Corrigendum to "Unsupervised method for sentiment analysis in online texts" Expert Systems with Applications 58 (2016) 57-75. Expert Syst. Appl. 61 (2016)
Jaime Alonso-Lorenzo, Enrique Costa-Montenegro, Milagros Fernández Gavilanes
Language independent big-data system for the prediction of user location on Twitter. IEEE BigData (2016)
Jonathan Juncal-Martínez, Tamara Álvarez-López, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Francisco Javier González-Castaño
GTI at SemEval-2016 Task 4: Training a Naive Bayes Classifier using Features of an Unsupervised System. SemEval@NAACL-HLT (2016)
Milagros Fernández Gavilanes, Tamara Álvarez-López, Jonathan Juncal-Martínez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Unsupervised method for sentiment analysis in online texts. Expert Syst. Appl. 58 (2016)
Tamara Álvarez-López, Jonathan Juncal-Martínez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Francisco Javier González-Castaño
GTI at SemEval-2016 Task 5: SVM and CRF for Aspect Detection and Unsupervised Aspect-Based Sentiment Analysis. SemEval@NAACL-HLT (2016)
Manuel Vilares Ferro, Milagros Fernández Gavilanes, Adrián Blanco González, Carlos Gómez-Rodríguez
Intelligent Retrieval for Biodiversity. Int. J. Artif. Intell. Tools 25 (1) (2016)
Manuel Vilares Ferro, Milagros Fernández Gavilanes, Adrián Blanco González
Supporting knowledge discovery for biodiversity. Data Knowl. Eng. 100 (2015)
Tamara Álvarez-López, Jonathan Juncal-Martínez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Francisco Javier González-Castaño, Héctor Cerezo-Costas, Diego Celix-Salgado
GTI-Gradiant at TASS 2015: A Hybrid Approach for Sentiment Analysis in Twitter. TASS@SEPLN (2015)
Milagros Fernández Gavilanes, Tamara Álvarez-López, Jonathan Juncal-Martínez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
GTI: An Unsupervised Approach for Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2015)
Milagros Fernández Gavilanes, Sara Carrera Carrera, Manuel Vilares Ferro
From knowledge acquisition to information retrieval. Proces. del Leng. Natural 40 (2008)
Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie, Manuel Vilares Ferro
Mining conceptual graphs for knowledge acquisition. CIKM-iNEWS (2008)
François Role, Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie
Large-Scale Knowledge Acquisition from Botanical Texts. NLDB (2007)
Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie, Manuel Vilares Ferro
From Text to Knowledge. EUROCAST (2007)