Research
Publications
Marcos García González

Publications

Marcos García González

2024
Investigating Idiomaticity in Word Representations
Author/s: Wei He, Tiago Kramer Vieira, Marcos Garcia, Carolina Scarton, Marco Idiart, Aline Villavicencio
Article · Computational Linguistics, 2024
Provisionally Ranked Q1
Open Generative Large Language Models for Galician
Author/s: Pablo Gamallo, Pablo Rodríguez, Iria de-Dios-Flores, Susana Sotelo, Silvia Paniagua, Daniel Bardanca, José Ramom Pichel, Marcos Garcia
Article · Procesamiento del Lenguaje Natural, 2024
Provisionally Ranked Q1
Increasing manually annotated resources for Galician: the Parallel Universal Dependencies Treebank
Author/s: Xulia Sánchez-Rodríguez, Albina Sarymsakova, Laura Castro, Marcos Garcia
Congress · 16th International Conference on Computational Processing of Portuguese. Santiago de Compostela, España. 2024
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2022
Evaluating Contextualized Vectors from both Large Language Models and Compositional Strategies”
Author/s: Gamallo, Pablo, Marcos Garcia, Iria de Dios-Flores
Article · Procesamiento del Lenguaje Natural, 2022
Ranked Q1
An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity
Author/s: Marcos Garcia, Pablo Gamallo, Martín Pereira-Fariña, Iria de-Dios-Flores
Congress · 38° Congreso de la Sociedad Española del Procesamiento del Lenguaje Natural (SEPLN2022). A Coruña, España. 2022
Proxecto Nós: Artificial Intelligence at the Service of the Galician Language
Author/s: Adina Ioana Vladu, Iria de-Dios-Flores, Carmen Magariños, John E. Ortega, José Ramom Pichel, Marcos Garcia, Pablo Gamallo, Elisa Fernández Rei, Alberto Bugarín, Manuel González González, Senén Barro, Xosé Luis Regueira
Congress · 38° Congreso de la Sociedad Española del Procesamiento del Lenguaje Natural (SEPLN2022). A Coruña, España. 2022
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SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding
Author/s: Harish Tayyar Madabushi, Edward Gow-Smith, Marcos Garcia, Carolina Scarton, Marco Idiart, Aline Villavicencio
Congress · 16th International Workshop on Semantic Evaluation (SemEval-2022. Online, Online. 2022
Download available
The Nós Project: Opening routes for the Galician language in the field of language technologies
Author/s: Iria de-Dios-Flores, Carmen Magariños, Adina Ioana Vladu, John E. Ortega, Jose Ramom Pichel, Marcos Garcia, Pablo Gamallo, Elisa Fernandez Rei, Alberto Bugarín, Manuel Gonzalez González, Senén Barro, Xose Luis Regueira
Congress · Workshop Towards Digital Language Equality within the 13th Language Resources and Evaluation Conference. Marsella, Francia. 2022
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A computational psycholinguistic evaluation of the syntactic abilities of Galician BERT models at the interface of dependency resolution and training time
Author/s: Iria de-Dios-Flores, Marcos Garcia
Article · Procesamiento del Lenguaje Natural, 2022
Ranked Q1
A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese
Author/s: Marcos Garcia, Alfredo Crespo-Otero
Congress · 15th International Conference on the Computational Processing of Portuguese. Fortaleza, Ceará,, Brazil. 2022
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SemantiGal: An online visualizer of vector representations for Galician
Author/s: Marcos Garcia, Ignacio Rodríguez, Pablo Gamallo
Congress · 15th International Conference on the Computational Processing of Portuguese. Fortaleza, Ceará,, Brazil. 2022
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2021
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels
Author/s: Marcos Garcia, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Congress · The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021). Bangkok, tailandia. 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy
Author/s: Marcos Garcia
Congress · The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021). Bangkok, tailandia. 2021
Download available
Book Review: Embeddings in Natural Language Processing. Theory and Advances in Vector Representations of Meaning
Author/s: Marcos Garcia
Article · Computational Linguistics, 2021
Ranked Q1
Probing for Idiomaticity in Vector Space Models
Author/s: Marcos Garcia, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Congress · 16th Conference of the European Chapter of the Association for Computational Linguistics. Online, . 2021
Rated A, Class 2 in GGSDownload available
Bertinho: Galician BERT Representations
Author/s: David Vilares, Marcos Garcia, Carlos Gómez-Rodríguez
Article · Procesamiento del Lenguaje Natural, 2021
Ranked Q1
Comparing Dependency-based Compositional Models with Contextualized Word Embedding
Author/s: Pablo Gamallo, Manuel Prada Corral, Marcos Garcia
Congress · 13th International Conference on Agents and Artificial Intelligence. , Portugal. 2021
Rated B in ICOREDownload available
2015
Exploring the Effectiveness of Linguistic Knowledge for Biographical Relation Extraction
Author/s: Garcia, Marcos and Pablo Gamallo
Article · Natural Language Engineering, 2015
Ranked Q1
Yet another suite of multilingual NLP tools
Author/s: Marcos García, Pablo Gamallo
Congress · Third Symposium on Languages, Applications and Technologies. Madrid, España. 2015
Avalingua: Natural Language Processing for Automatic Error Detection
Author/s: Pablo Gamallo, Marcos Garcia, Iria del Río, Isaac González
Book · Avalingua: Natural Language Processing for Automatic Error Detection. John Benjamins Publishing Company. 2015
2014
Extracção de relações semânticas. Recursos, ferramentas e estratégias
Author/s: Marcos Garcia González
Thesis · 2014-12-15
Download available
Perldoop: Efficient Execution of Perl Scripts on Hadoop Clusters
Author/s: José M. Abuín, Juan C. Pichel, Tomás F. Pena, Pablo Gamallo, and Marcos García
Congress · IEEE International Conference on Big Data. Washington DC, USA. 2014
Comparing Ranking-based and Naive Bayes Approaches to Language Detection on Tweets
Author/s: Pablo Gamallo, Marcos Garcia, Susana Sotelo, José Ramón Pichel
Congress · Twitter Language Identification Workshop at SEPLN 2014. Girona, Spain. 2014
Entity-Centric Coreference Resolution of Person Entities for Open Information Extraction
Author/s: Marcos Garcia, Pablo Gamallo
Article · Procesamiento del Lenguaje Natural, 2014
Ranked Q2
Análisis morfosintáctico y clasificación de entidades nombradas en un entorno Big Data
Author/s: Pablo Gamallo, Juan Carlos Pichel, Marcos Garcia, José Manuel Abuín, Tomás Fernández-Pena
Article · Procesamiento del Lenguaje Natural, 2014
Ranked Q2Download available
PoS-tagging the Web in Portuguese. National varieties, text typologies and spelling systems
Author/s: Marcos Garcia, Pablo Gamallo, Iria Gayo, Miguel Anxo Pousada Cruz
Article · Procesamiento del Lenguaje Natural, 2014
Ranked Q2
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information
Author/s: Marcos Garcia, Pablo Gamallo
Congress · COLING 2014, the 25th International Conference on Computational Linguistics. Dublin, Irlanda. 2014
Rated A in ICORERated A, Class 2 in GGS
Citius: A Naive-Bayes Strategy for Sentiment Analysis on English Tweets
Author/s: Pablo Gamallo, Marcos Garcia
Congress · 8th International Workshop on Semantic Evaluation (SemEval 2014),. Dublin, Ireland. 2014
Download available
Multilingual corpora with coreferential annotation of person entities
Author/s: Marcos Garcia, Pablo Gamallo
Congress · The 9th edition of the Language Resources and Evaluation Conference. Reykjavik, Iceland. 2014
2013
A Method to Lexical Normalisation of Tweets
Author/s: Gamallo P, Garcia, M. and Pichel, J.R
Congress · XXIX Congreso de la Sociedad Española de Procesamiento de lenguaje natural. Madrid, Spain. 2013
Learning verb inflection using Cilenis conjugators
Author/s: Pablo Gamallo, Marcos Garcia, Isaac González, Marta Muñoz, Iria Del Río
Article · The Eurocall Review, 2013
2012
Técnicas de procesamiento del lenguaje natural en la Recuperación de Información
Author/s: Pablo Gamallo, Marcos Garcia
Article · Novatica, 2012
Download available
Identificação e Classificação de Entidades Mencionadas em Galego
Author/s: Garcia, Marcos, Iria Gayo and Isaac González López
Article · Estudos de Lingüística Galega, 2012
Ranked Q4
Dependency-Based Open Information Extraction
Author/s: Gamallo P., Garcia M., Fernández-Lanza S.
Congress · ROBUS-UNSUP 2012: Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP. Avignon, France. 2012
Automatic Phonetic Transcription by Phonological Derivation
Author/s: Garcia, Marcos and Isaac González López
Congress · 10th International Conference on Computational Processing of the Portuguese Language. Coimbra, Portugal. 2012
Extraction of Bilingual Cognates from Wikipedia
Author/s: Gamallo P., Garcia M.
Congress · 10th International Conference on Computational Processing of the Portuguese Language. Coimbra, Portugal. 2012
2011
A Weakly-Supervised Rule-Based Approach for Relation Extraction
Author/s: Garcia, Marcos and Pablo Gamallo
Congress · XIV Conference of the Spanish Association for Artificial Intelligence. San Cristobal de la Laguna, Spain. 2011
Evaluating Various Linguistic Features on Semantic Relation Extraction
Author/s: Garcia, Marcos and Pablo Gamallo
Congress · 8th International Conference on Recent Advances in Natural Language Processing. Hissar, Bulgary. 2011
Dependency-Based Text Compression for Semantic Relation Extraction
Author/s: Garcia, Marcos and Pablo Gamallo
Congress · 8th International Conference on Recent Advances in Natural Language Processing. Hissar, Bulgary. 2011
Resolución de Correferencia de Nombres de Persona para Extracción de Información Biográfica
Author/s: Garcia, Marcos and Pablo Gamallo
Article · Procesamiento del Lenguaje Natural, 2011
Ranked Q4
An Exploration of the Linguistic Knowledge for Semantic Relation Extraction in Spanish
Author/s: Garcia, Marcos and Pablo Gamallo
Congress · Joint Workshop FAM-LbR/KRAQ'11. Learning by Reading and its Applications in Intelligent Question-Answering. Barcelona, Spain. 2011
Conversión Fonética Automática con Información Fonológica para el Gallego
Author/s: Garcia, Marcos and Isaac González López
Article · Procesamiento del Lenguaje Natural, 2011
Ranked Q4