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Marcos García 0001

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affiliation: University of A Coruña, LyS Group, Departamento de Letras, Galiza, Spain
affiliation: University of Santiago de Compostela, Center for Research in Information Technologies (CITIUS), Spain

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2020 – today

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2024
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Iria de-Dios-Flores, Silvia Paniagua Suárez, Cristina Carbajal-Pérez, Daniel Bardanca Outeiriño, Marcos García, Pablo Gamallo:
CorpusNÓS: A massive Galician corpus for training large language models. PROPOR 2024: 593-599
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Pablo Gamallo, Daniela Claro, António J. S. Teixeira, Livy Real, Marcos García, Hugo Gonçalo Oliveira, Raquel Amaro:
Proceedings of the 16th International Conference on Computational Processing of Portuguese, PROPOR 2024, Santiago de Compostela, Galicia/Spain, 12-15 March, 2024. Association for Computational Lingustics 2024, ISBN 979-8-89176-062-2 [contents]
2023
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Iria de-Dios-Flores, Juan Garcia Amboage, Marcos García:
Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies. ACL (1) 2023: 203-222
[c39]
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Eleonora Guzzi, Margarita Alonso Ramos, Marcos García, Marcos García-Salido:
Annotation of lexical bundles with discourse functions in a Spanish academic corpus. MWE@EACL 2023: 99-105
2022
[j19]
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Iria de-Dios-Flores, Marcos García:
A computational psycholinguistic evaluation of the syntactic abilities of Galician BERT models at the interface of dependency resolution and training time. Proces. del Leng. Natural 69: 15-26 (2022)
[j18]
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Pablo Gamallo, Marcos García, Iria de-Dios-Flores:
Evaluating Contextualized Vectors from both Large Language Models and Compositional Strategies. Proces. del Leng. Natural 69: 153-164 (2022)
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Marcos García, Alfredo Crespo-Otero:
A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese. PROPOR 2022: 46-56
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Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio:
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. SemEval@NAACL 2022: 107-121
[c36]
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Adina Ioana Vladu, Iria de-Dios-Flores, Carmen Magariños, John E. Ortega, José Ramom Pichel Campos, Marcos García, Pablo Gamallo, Elisa Fernández Rei, Alberto Bugarín, Manuel González González, Senén Barro, Xose Luis Regueira:
Proxecto Nós: Artificial intelligence at the service of the Galician language. SEPLN (Projects and Demonstrations) 2022: 26-30
[c35]
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Marcos García, Pablo Gamallo, Martin Pereira-Fariña, Iria de-Dios-Flores:
An exploration of the semantic knowledge in vector models: polysemy, synonymy and idiomaticity. SEPLN (Projects and Demonstrations) 2022: 35-38
[i5]
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  - journals/corr/abs-2204-10050
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Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio:
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. CoRR abs/2204.10050 (2022)
[i4]
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Iria de-Dios-Flores, Marcos García:
A computational psycholinguistic evaluation of the syntactic abilities of Galician BERT models at the interface of dependency resolution and training time. CoRR abs/2206.02440 (2022)
2021
[j17]
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Marcos García:
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning. Comput. Linguistics 47(3): 699-701 (2021)
[j16]
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Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021)
[j15]
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David Vilares, Marcos García, Carlos Gómez-Rodríguez:
Bertinho: Galician BERT Representations. Proces. del Leng. Natural 66: 13-26 (2021)
[c34]
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Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. ACL/IJCNLP (1) 2021: 2730-2741
[c33]
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Marcos García:
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy. ACL/IJCNLP (1) 2021: 3625-3640
[c32]
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Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Probing for idiomaticity in vector space models. EACL 2021: 3551-3564
[c31]
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Pablo Gamallo, Manuel de Prada Corral, Marcos García:
Comparing Dependency-based Compositional Models with Contextualized Word Embeddings. ICAART (2) 2021: 1258-1265
[i3]
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  - journals/corr/abs-2103-13799
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David Vilares, Marcos García, Carlos Gómez-Rodríguez:
Bertinho: Galician BERT Representations. CoRR abs/2103.13799 (2021)
[i2]
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Marcos García:
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy. CoRR abs/2106.13553 (2021)
2020
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Pablo Gamallo, Marcos García, Patricia Martín-Rodilla, Martin Pereira-Fariña:
Proceedings of the Workshop on Hybrid Intelligence for Natural Language Processing Tasks (HI4NLP 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, August 29, 2020. CEUR Workshop Proceedings 2693, CEUR-WS.org 2020 [contents]

2010 – 2019

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2019
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Pablo Gamallo, Marcos García:
Editorial for the Special Issue on "Natural Language Processing and Text Mining". Inf. 10(9): 279 (2019)
[j13]
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Xavier Canosa, Pablo Gamallo, Xavier Varela, José Ángel Taboada, Paulo Martínez Lema, Marcos García:
Uma utilidade para o reconhecimento de topónimos em documentos medievais. Linguamática 11(1): 3-15 (2019)
[c30]
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Marcos García, Marcos García-Salido, Susana Sotelo, Estela Mosqueira Suárez, Margarita Alonso Ramos:
Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. ACL (1) 2019: 4012-4019
[c29]
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Marcos García, Marcos García-Salido:
A Method to Automatically Identify Diachronic Variation in Collocations. LChange@ACL 2019: 71-80
[c28]
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Marcos García, Marcos García-Salido, Margarita Alonso Ramos:
Weighted Compositional Vectors for Translating Collocations Using Monolingual Corpora. Europhras 2019: 113-128
[c27]
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Marcos García-Salido, Marcos García, Margarita Alonso Ramos:
Identifying Lexical Bundles for an Academic Writing Assistant in Spanish. Europhras 2019: 144-158
[c26]
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Marcos García, Marcos García-Salido, Miguel A. Alonso:
Exploring cross-lingual word embeddings for the inference of bilingual dictionaries. TIAD@LDK 2019: 32-41
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Pablo Gamallo, Marcos García:
Unsupervised Compositional Translation of Multiword Expressions. MWE-WN@ACL 2019: 40-48
[c24]
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Marcos García, Marcos García-Salido, Margarita Alonso Ramos:
A comparison of statistical association measures for identifying dependency-based collocations in various languages. MWE-WN@ACL 2019: 49-59
[c23]
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Pablo Gamallo, Marcos García, Patricia Martín-Rodilla:
NER and Open Information Extraction for Portuguese: Notebook for IberLEF 2019 Portuguese Named Entity Recognition and Relation Extraction Tasks. IberLEF@SEPLN 2019: 457-467
2018
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Pablo Gamallo, Iván Rodríguez-Torres, Marcos García:
Distributional semantics for diachronic search. Comput. Electr. Eng. 65: 438-448 (2018)
[j11]
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Pablo Gamallo, Marcos García:
Dependency parsing with finite state transducers and compression rules. Inf. Process. Manag. 54(6): 1244-1261 (2018)
[j10]
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Marcos García, Carlos Gómez-Rodríguez, Miguel A. Alonso:
New treebank or repurposed? On the feasibility of cross-lingual parsing of Romance languages with Universal Dependencies. Nat. Lang. Eng. 24(1): 91-122 (2018)
[c22]
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Marcos García-Salido, Marcos García, Milka Villayandre-Llamazares, Margarita Alonso Ramos:
A Lexical Tool for Academic Writing in Spanish based on Expert and Novice Corpora. LREC 2018
[c21]
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Pablo Gamallo, Marcos García:
Task-Oriented Evaluation of Dependency Parsing with Open Information Extraction. PROPOR 2018: 77-82
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Pablo Gamallo Otero, Marcos García, César Piñeiro, Rodrigo Martínez-Castaño, Juan Carlos Pichel:
LinguaKit: A Big Data-Based Multilingual Tool for Linguistic Analysis and Information Extraction. SNAMS 2018: 239-244
2017
[j9]
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Pablo Gamallo, Marcos García:
LinguaKit: uma ferramenta multilingue para a análise linguística e a extração de informação. Linguamática 9(1): 19-28 (2017)
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Marcos García, Pablo Gamallo:
A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies. CoNLL Shared Task (2) 2017: 274-282
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Pablo Gamallo, Iván Rodríguez-Torres, Marcos García:
A Web Interface for Diachronic Semantic Search in Spanish. EACL (Software Demonstrations) 2017: 45-48
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Marcos García, Marcos García-Salido, Margarita Alonso Ramos:
Using bilingual word-embeddings for multilingual collocation extraction. MWE@EACL 2017: 21-30
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David Vilares, Marcos García, Miguel A. Alonso, Carlos Gómez-Rodríguez:
Towards Syntactic Iberian Polarity Classification. WASSA@EMNLP 2017: 67-73
[i1]
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  - journals/corr/abs-1708-05269
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David Vilares, Marcos García, Miguel A. Alonso, Carlos Gómez-Rodríguez:
Towards Syntactic Iberian Polarity Classification. CoRR abs/1708.05269 (2017)
2016
[j8]
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Marcos García, Carlos Gómez-Rodríguez, Miguel A. Alonso:
Creación de un treebank de dependencias universales mediante recursos existentes para lenguas próximas: el caso del gallego. Proces. del Leng. Natural 57: 33-40 (2016)
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Marcos García:
Incorporating Lexico-semantic Heuristics into Coreference Resolution Sieves for Named Entity Recognition at Document-level. LREC 2016
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Marcos García:
Semantic Relation Extraction. Resources, Tools and Strategies. PROPOR 2016: 141-152
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Pablo Gamallo, Marcos García:
Entity Linking with Distributional Semantics. PROPOR 2016: 177-188
2015
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Marcos García, Pablo Gamallo:
Exploring the effectiveness of linguistic knowledge for biographical relation extraction. Nat. Lang. Eng. 21(4): 519-551 (2015)
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Pablo Gamallo, Marcos García:
Multilingual Open Information Extraction. EPIA 2015: 711-722
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Marcos García, Pablo Gamallo:
Yet Another Suite of Multilingual NLP Tools. SLATE 2015: 65-75
2014
[j6]
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Pablo Gamallo, Juan Carlos Pichel, Marcos García, José Manuel Abuín, Tomás Fernandez Pena:
Análisis morfosintáctico y clasificación de entidades nombradas en un entorno Big Data. Proces. del Leng. Natural 53: 17-24 (2014)
[j5]
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Marcos García, Pablo Gamallo:
Entity-Centric Coreference Resolution of Person Entities for Open Information Extraction. Proces. del Leng. Natural 53: 25-32 (2014)
[j4]
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Marcos García, Pablo Gamallo, Iria Gayo, Miguel A. Pousada Cruz:
PoS-tagging the Web in Portuguese. National varieties, text typologies and spelling systems. Proces. del Leng. Natural 53: 95-101 (2014)
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José Manuel Abuín, Juan Carlos Pichel, Tomás F. Pena, Pablo Gamallo Otero, Marcos García:
Perldoop: Efficient execution of Perl scripts on Hadoop clusters. IEEE BigData 2014: 766-771
[c9]
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Marcos García, Pablo Gamallo:
An Entity-Centric Coreference Resolution System for Person Entities with Rich Linguistic Information. COLING 2014: 741-752
[c8]
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Marcos García, Pablo Gamallo:
Multilingual corpora with coreferential annotation of person entities. LREC 2014: 3229-3233
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Pablo Gamallo, Marcos García:
Citius: A Naive-Bayes Strategy for Sentiment Analysis on English Tweets. SemEval@COLING 2014: 171-175
[c6]
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Pablo Gamallo, Marcos García, Susana Sotelo, José Ramom Pichel Campos:
Comparing Ranking-based and Naive Bayes Approaches to Language Detection on Tweets. TweetLID@SEPLN 2014: 12-16
2013
[c5]
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Pablo Gamallo, Marcos García, José Ramom Pichel Campos:
A Method to Lexical Normalisation of Tweets. Tweet-Norm@SEPLN 2013: 44-48
2012
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Pablo Gamallo, Marcos García:
Extraction of Bilingual Cognates from Wikipedia. PROPOR 2012: 63-72
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Marcos García, Isaac J. González:
Automatic Phonetic Transcription by Phonological Derivation. PROPOR 2012: 350-361
2011
[j3]
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Marcos García, Pablo Gamallo:
Resolución de Correferencia de Nombres de Persona para Extracción de Información Biográfica. Proces. del Leng. Natural 47: 47-55 (2011)
[j2]
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Marcos García, Isaac J. González:
Conversión Fonética Automática con Información Fonológica para el Gallego. Proces. del Leng. Natural 47: 283-291 (2011)
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Pablo Gamallo, Marcos García:
A Resource-Based Method for Named Entity Extraction and Classification. EPIA 2011: 610-623
[c1]
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Marcos García, Pablo Gamallo:
Evaluating Various Linguistic Features on Semantic Relation Extraction. RANLP 2011: 721-726
2010
[j1]
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Marcos García, Pablo Gamallo:
Análise Morfossintáctica para Português Europeu e Galego: Problemas, Soluções e Avaliação. Linguamática 2(2): 59-67 (2010)

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