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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 24 1 Demo Application for the AutoGOAL Framework Almeida-Cruz, Yudivian; Montoyo, Andres; Muñoz, Rafael; Estévez-Velarde, Suilan; Gutiérrez, Yoan; Piad-Morffis, Alejandro. - : Association for Computational Linguistics, 2020 Abstract: This paper introduces a web demo that showcases the main characteristics of the AutoGOAL framework. AutoGOAL is a framework in Python for automatically finding the best way to solve a given task. It has been designed mainly for automatic machine learning (AutoML) but it can be used in any scenario where several possible strategies are available to solve a given computational task. In contrast with alternative frameworks, AutoGOAL can be applied seamlessly to Natural Language Processing as well as structured classification problems. This paper presents an overview of the framework’s design and experimental evaluation in several machine learning problems, including two recent NLP challenges. The accompanying software demo is available online and full source code is provided under the MIT open-source license. ; This research has been supported by a Carolina Foundation grant in agreement with University of Alicante and University of Havana. Moreover, it has also been partially funded by both aforementioned universities, the Generalitat Valenciana (Conselleria d’Educaci´o, Investigaci´o, Cultura i Esport) and the Spanish Government through the projects LIVING-LANG (RTI2018-094653-B-C22) and SIIA (PROMETEO/2018/089, PROMETEU/2018/089). Keyword: AutoGOAL framework; Lenguajes y Sistemas Informáticos; Machine learning; Natural Language Processing URL: http://hdl.handle.net/10045/110741 BASE Hide details 2 Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing Estévez-Velarde, Suilan; Gutiérrez, Yoan; Almeida-Cruz, Yudivian. - : Association for Computational Linguistics, 2020 BASE Show details 3 Knowledge Discovery in COVID-19 Research Literature Montoyo, Andres; Estevanell-Valladares, Ernesto L.; Almeida-Cruz, Yudivian. - : Association for Computational Linguistics, 2020 BASE Show details 4 REDES: Reconocimiento de Entidades Digitales: Enriquecimiento y Seguimiento mediante Tecnologías del Lenguaje ; REDES: Digital Entities Recognition: Enrichment and Tracking by Language Technologies Ureña López, Luis Alfonso; Montoyo, Andres; Martín Valdivia, María Teresa. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2017 BASE Show details 5 Computational approaches to subjectivity and sentiment analysis: Present and envisaged methods and applications Balahur, Alexandra; Mihalcea, Rada; Montoyo, Andrés In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 1, 1-6 OLC Linguistik Show details 6 Natural Language Processing and Information Systems : 16th International Conference on Applications of Natural Language to Information Systems, NLDB 2011, Alicante, Spain, June 28-30, 2011, Proceedings Munoz, Rafael; Montoyo, Andres; Metais, Elisabeth. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2011 UB Frankfurt Linguistik Show details 7 A Survey on the Role of Negation in Sentiment Analysis Wiegand, Michael [Verfasser]; Balahur, Alexandra [Verfasser]; Roth, Benjamin [Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2010 DNB Subject Category Language Show details 8 The OpAL System at NTCIR 8 MOAT Balahur Dobrescu, Alexandra; Boldrini, Ester; Montoyo, Andres. - : NTCIR, 2010 BASE Show details 9 EmotiBlog: a finer-grained and more precise learning of subjectivity expression models Balahur Dobrescu, Alexandra; Martínez-Barco, Patricio; Boldrini, Ester. - : Association for Computational Linguistics (ACL), 2010 BASE Show details 10 Going beyond traditional QA systems: challenges and keys in opinion question answering Montoyo, Andres; Boldrini, Ester; Martínez-Barco, Patricio. - : Association for Computational Linguistics (ACL), 2010 BASE Show details 11 Opinion and generic question answering systems: a performance analysis Martínez-Barco, Patricio; Balahur Dobrescu, Alexandra; Montoyo, Andres. - : Association for Computational Linguistics (ACL), 2009 BASE Show details 12 Challenges to Evaluation of Multilingual Geographic Information Retrieval in GeoCLEF Gey, Fredric; Larson, Ray; Sanderson,, Mark. - 2007 BASE Show details 13 Natural Language Processing and Information Systems : 10th International Conference on Applications of Natural Language to Information Systems, NLDB 2005, Alicante, Spain, June 15-17, Proceedings Montoyo, Andrés; Munoz, Rafael; Métais, Elisabeth. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2005 UB Frankfurt Linguistik Show details 14 Natural language processing and information systems : proceedings Montoyo, Andrés (Hrsg.). - Berlin [u.a.] : Springer, 2005 UB Frankfurt Linguistik Show details 15 Intensive use of lexicon and corpus for WSD Nica, Iulia; Martí Antonín, Maria Antònia; Montoyo, Andres. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2004 BASE Show details 16 Intensive use of lexicon and Corpus for WSD Martí Antonin, M. Antònia; Vázquez, Sonia; Montoyo, Andrés. - : Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2004 BASE Show details 17 Colaboración entre información paradigmática y sintagmática en la desambiguación semántica automática Nica, Iulia; Martí Antonín, Maria Antònia; Montoyo, Andres. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2003 BASE Show details 18 Método de desambiguación léxica basada en el recurso léxico : dominios relevantes Vázquez, Sonia; Montoyo, Andres; Rigau Claramunt, German. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2003 BASE Show details 19 Colaboración entre información paradigmática y sintagmática en la Desambiguación Semántica Automática Nica, Iulia; Martí Antonin, M. Antònia; Montoyo, Andrés. - : Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2003 BASE Show details 20 Specification marks method : design and implementation Vásquez, Sonia; Calle, Maria Carmen; Soler, Susana... In: Computational linguistics and intelligent text processing. - Berlin [u.a.] : Springer (2002), 439-441 BLLDB Show details Page: 1 2

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