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1
Demo Application for the AutoGOAL Framework
Almeida-Cruz, Yudivian; Montoyo, Andres; Muñoz, Rafael. - : Association for Computational Linguistics, 2020
BASE
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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
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3
Knowledge Discovery in COVID-19 Research Literature
Abstract: This paper presents the preliminary results of an ongoing project that analyzes the growing body of scientific research published around the COVID-19 pandemic. In this research, a general-purpose semantic model is used to double annotate a batch of 500 sentences that were manually selected by the researchers from the CORD-19 corpus. Afterwards, a baseline text-mining pipeline is designed and evaluated via a large batch of 100,959 sentences. We present a qualitative analysis of the most interesting facts automatically extracted and highlight possible future lines of development. The preliminary results show that general-purpose semantic models are a useful tool for discovering fine-grained knowledge in large corpora of scientific documents. ; 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’Educació, Investigació, Cultura i Esport) and the Spanish Government through the projects LIVING-LANG (RTI2018-094653-B-C22) and SIIA (PROMETEO/2018/089).
Keyword: COVID-19; Large corpora; Lenguajes y Sistemas Informáticos; Research literature; Scientific documents; Semantic model
URL: http://hdl.handle.net/10045/110386
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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
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5
Computational approaches to subjectivity and sentiment analysis: Present and envisaged methods and applications
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 1, 1-6
OLC Linguistik
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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
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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
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8
The OpAL System at NTCIR 8 MOAT
BASE
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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
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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
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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
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12
Challenges to Evaluation of Multilingual Geographic Information Retrieval in GeoCLEF
BASE
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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
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14
Natural language processing and information systems : proceedings
Montoyo, Andrés (Hrsg.). - Berlin [u.a.] : Springer, 2005
UB Frankfurt Linguistik
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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
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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
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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
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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
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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
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20
Specification marks method : design and implementation
In: Computational linguistics and intelligent text processing. - Berlin [u.a.] : Springer (2002), 439-441
BLLDB
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