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Gerardo Sierra

Gerardo Eugenio Sierra Martínez

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affiliation: National Autonomous University of Mexico (UNAM), Institute of Engineering, Mexico City, Mexico
affiliation: University of Avignon, LIA, France

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2023
[j35]
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Jorge Reyes-Magaña, Gerardo Sierra, Gemma Bel-Enguix, Helena Gómez-Adorno:
LexAN: Lexical Association Networks. Computación y Sistemas (CyS) 27(4) (2023)
[j34]
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Gemma Bel-Enguix, Helena Gómez-Adorno, Gerardo Sierra, Juan Vásquez, Scott Thomas Andersen, Sergio Ojeda-Trueba:
Overview of HOMO-MEX at Iberlef 2023: Hate speech detection in Online Messages directed Towards the MEXican Spanish speaking LGBTQ+ population. Proces. del Leng. Natural 71: 361-370 (2023)
2022
[j33]
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Gerardo Sierra, Tonatiuh Hernández-García, Helena Gómez-Adorno, Gemma Bel-Enguix:
A case study in authorship attribution: The Mondrigo. J. Intell. Fuzzy Syst. 42(5): 4473-4480 (2022)
[j32]
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Gemma Bel-Enguix, Gerardo Sierra, Helena Gómez-Adorno, Juan-Manuel Torres-Moreno, Jesús-Germán Ortiz-Barajas, Juan Vásquez:
Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared Task. Proces. del Leng. Natural 69: 255-263 (2022)
2021
[j31]
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Sandra L. Ramirez-Mora, Hanna Oktaba, Helena Gómez-Adorno, Gerardo Sierra:
Exploring the communication functions of comments during bug fixing in Open Source Software projects. Inf. Softw. Technol. 136: 106584 (2021)
2020
[j30]
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Angel Zúñiga, Gerardo Sierra, Gemma Bel-Enguix, Javier Gomez:
SICIoT: A simple instruction compiler for the Internet of Things. Internet Things 12: 100304 (2020)
[j29]
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Roberto E. Lopez-Martinez, Gerardo Sierra:
Research Trends in the International Literature on Natural Language Processing, 2000-2019 — A Bibliometric Study. J. Sci. Res. 9(3): 310-318 (2020)
2019
[j28]
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Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised sentence representations as word information series: Revisiting TF-IDF. Comput. Speech Lang. 56: 107-129 (2019)
[j27]
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Octavio Sánchez, Gerardo Sierra:
Joint Sentiment Topic Model for objective text clustering. J. Intell. Fuzzy Syst. 36(4): 3119-3128 (2019)
[j26]
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Jorge Reyes-Magaña, Gemma Bel Enguix, Helena Gómez-Adorno, Gerardo Sierra:
A Lexical Search Model based on word association norms. J. Intell. Fuzzy Syst. 36(5): 4587-4597 (2019)
[j25]
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Fernanda López-Escobedo, Gerardo Sierra, Julián Solórzano-Soto:
SAUTEE: un recurso en línea para análisis estilométricos. Linguamática 11(1): 69-81 (2019)
[j24]
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Edgar Casasola, Alejandro Pimentel, Gerardo Sierra, Eugenio Martínez Cámara, Gabriela Marín:
Análisis comparativo de las características computacionales en los sistemas modernos de análisis de sentimiento para el español. Proces. del Leng. Natural 62: 69-76 (2019)
[j23]
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Ximena Gutierrez-Vasques, Alfonso Medina Urrea, Gerardo Sierra:
Morphological segmentation for extracting Spanish-Nahuatl bilingual lexicon. Proces. del Leng. Natural 63: 41-48 (2019)
[j22]
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  - journals/rcs/HerreraRTMCS19
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Alberto Iturbe Herrera, Azucena Montes Rendón, Juan-Manuel Torres-Moreno, Gerardo Eugenio Sierra Martínez, Noé Alejandro Castro-Sánchez, Juan Gabriel González Serna:
Extracción semiautomática de metadatos en documentos no estructurados utilizando procesamiento de lenguaje natural y propiedades tipográficas. Res. Comput. Sci. 148(7): 331-345 (2019)
[j21]
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Gemma Bel-Enguix, Helena Gómez-Adorno, Jorge Reyes-Magaña, Gerardo Sierra:
Wan2vec: Embeddings learned on word association norms. Semantic Web 10(6): 991-1006 (2019)
2018
[j20]
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Helena Gómez-Adorno, Germán Ríos-Toledo, Juan Pablo Posadas-Durán, Grigori Sidorov, Gerardo Sierra:
Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts. Computación y Sistemas 22(1) (2018)
[j19]
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Anayeli Paulino, Gerardo Sierra, Laura Hernández-Domínguez, Iria da Cunha, Gemma Bel Enguix:
Rhetorical Relations in the Speech of Alzheimer's Patients and Healthy Elderly Subjects: An Approach from the RST. Computación y Sistemas 22(3) (2018)
[j18]
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Jorge Reyes-Magaña, Helena Gómez-Adorno, Gemma Bel Enguix, Gerardo Sierra:
Representaciones vectoriales de palabras de un corpus de normas de asociación. Res. Comput. Sci. 147(6): 109-118 (2018)
2017
[j17]
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Gerardo Eugenio Sierra Martínez, César Antonio Aguilar:
Preface: Recent Advances in Natural Language Processing. CLEI Electron. J. 20(1): 1:1-1:2 (2017)
[j16]
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Roberto Villarejo-Martínez, Noé Alejandro Castro-Sánchez, Gerardo Eugenio Sierra Martínez:
Dictionaries of Mexican Sexual Slang for NLP. CLEI Electron. J. 20(1): 7:1-7:11 (2017)
[j15]
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Miguel Alejandro Dorantes, Alejandro Pimentel, Gerardo Sierra, Gemma Bel Enguix, Claudio Molina:
Extracción automática de definiciones analíticas y relaciones semánticas de hiponimia-hiperonimia con un sistema basado en patrones lingüísticos. Linguamática 9(2): 33-44 (2017)
[j14]
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Gerardo Sierra, Julián Solórzano-Soto, Arturo Curiel Díaz:
GECO, un Gestor de Corpus colaborativo basado en web. Linguamática 9(2): 57-72 (2017)
[j13]
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Victor Mijangos, Gerardo Sierra, Azucena Montes:
Sentence level matrix representation for document spectral clustering. Pattern Recognit. Lett. 85: 29-34 (2017)
[j12]
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Jorge Lázaro, Juan-Manuel Torres-Moreno, Gerardo Sierra, M. Teresa Cabré, Andrés Torres:
Genex+, a Semantic-based Automatic Extractor of Examples Applied to Bilingual Terms. Res. Comput. Sci. 145: 51-67 (2017)
2016
[j11]
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Fernanda López-Escobedo, Julián Solórzano-Soto, Gerardo Eugenio Sierra Martínez:
Analysis of Intertextual Distances Using Multidimensional Scaling in the Context of Authorship Attribution. J. Quant. Linguistics 23(2): 154-176 (2016)
[j10]
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  - journals/linguamatica/Gonzalez-Gallardo16
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Perfilado de autor multilingüe en redes sociales a partir de n-gramas de caracteres y de etiquetas gramaticales. Linguamática 8(1): 21-29 (2016)
[j9]
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César Antonio Aguilar, Olga Acosta, Gerardo Sierra, Sergio Juárez, Tomás Infante:
Extracción de contextos definitorios en el área de biomedicina. Proces. del Leng. Natural 57: 167-170 (2016)
[j8]
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Carlos-Francisco Méndez-Cruz, Alfonso Medina Urrea, Gerardo Sierra:
Unsupervised morphological segmentation based on affixality measurements. Pattern Recognit. Lett. 84: 127-133 (2016)
[j7]
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  - journals/rcs/Sanchez-Velazquez16
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Octavio Sánchez-Velázquez, Gerardo Sierra:
Let's Agree to Disagree: Measuring Agreement between Annotators for Opinion Mining Task. Res. Comput. Sci. 110: 9-19 (2016)
[j6]
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Victor Mijangos, Gerardo Sierra, Abel Herrera:
A Word Embeddings Model for Sentence Similarity. Res. Comput. Sci. 117: 63-74 (2016)
2014
[j5]
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Iria da Cunha, Jorge Vivaldi, Juan-Manuel Torres-Moreno, Gerardo Sierra:
SIMTEX: An Approach for Detecting and Measuring Textual Similarity based on Discourse and Semantics. Computación y Sistemas 18(3) (2014)
[j4]
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Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl:
A German Corpus for Similarity Detection Tasks. Int. J. Comput. Linguistics Appl. 5(2): 9-24 (2014)
2009
[j3]
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  - journals/linguamatica/Sierra09
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Gerardo Sierra:
Extracción de contextos definitorios en textos de especialidad a partir del reconocimiento de patrones lingüísticos. Linguamática 1(2): 13-37 (2009)
[j2]
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César Antonio Aguilar, Gerardo Sierra:
Reconocimiento de definiciones asociadas a frases predicativas en contextos definitorios. Proces. del Leng. Natural 43: 151-158 (2009)
2006
[j1]
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Gerardo Eugenio Sierra Martínez, Rodrigo Alarcón, César Antonio Aguilar:
Extracción automática de contextos definitorios en textos especializados. Proces. del Leng. Natural 37 (2006)

Conference and Workshop Papers

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2020
[c48]
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Alejandro Pimentel, Gemma Bel Enguix, Gerardo Eugenio Sierra Martínez, Azucena Montes:
Temporal Relations Annotation and Extrapolation Based on Semi-intervals and Boundig Relations. COLING 2020: 3313-3323
[c47]
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Gemma Bel-Enguix, Ángels Massip-Bonet, Gerardo Sierra:
Complexity as a Paradigm for Social Sciences and Linguistics: Theoretical Basis and Perspectives. COMPLEXIS 2020: 136-142
[c46]
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Gerardo Eugenio Sierra Martínez, Gemma Bel-Enguix, Helena Gómez-Adorno, Juan-Manuel Torres-Moreno, Tonatiuh Hernández-García, Julio V. Guadarrama-Olvera, Jesús-Germán Ortiz-Barajas, Ángela María Rojas, Tomas Damerau, Soledad Aragón Martínez:
Enhancing Job Searches in Mexico City with Language Technologies. LT4Gov@LREC 2020: 15-21
[c45]
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Gerardo Eugenio Sierra Martínez, Cynthia Montaño, Gemma Bel-Enguix, Diego Córdova, Margarita Mota Montoya:
CPLM, a Parallel Corpus for Mexican Languages: Development and Interface. LREC 2020: 2947-2952
[c44]
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Gerardo Sierra, Gemma Bel-Enguix, Alejandro Osornio-Arteaga, Luis Adrián Cabrera-Diego, Luis García-Nieto, Alfredo Bustos, Ana-Miriam Romo-Anaya, Víctor Silva-Cuevas:
An Exploration of Personality Traits Detection in a Spanish Twitter Corpus. RaPID@LREC 2020
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Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra, Juan-Manuel Torres-Moreno, Renata Martinez, Pedro Serrano:
Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection - 19th Mexican International Conference on Artificial Intelligence. MICAI (2) 2020: 214-223
2019
[c42]
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Cynthia Montaño, Gerardo Eugenio Sierra Martínez, Gemma Bel-Enguix, Helena Gómez-Adorno:
A Parallel Corpus Mixtec-Spanish. WNLP@ACL 2019: 157-159
[c41]
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Helena Gómez-Adorno, Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra:
Spanish Word Embeddings Learned on Word Association Norms. AMW 2019
[c40]
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Germán Ortiz, Helena Gómez-Adorno, Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra:
Detection of Aggressive Tweets in Mexican Spanish Using Multiple Features with Parameter Optimization. IberLEF@SEPLN 2019: 520-525
2018
[c39]
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  - conf/acl-socialnlp/DorantesSPER18
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Miguel Alejandro Dorantes, Gerardo Sierra, Tlauhlia Yamín Donohue Pérez, Gemma Bel Enguix, Mónica Jasso Rosales:
Sociolinguistic Corpus of WhatsApp Chats in Spanish among College Students. SocialNLP@ACL 2018: 1-6
[c38]
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Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, Iván V. Meza-Ruíz:
Challenges of language technologies for the indigenous languages of the Americas. COLING 2018: 55-69
[c37]
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Angel Zúñiga, Gerardo Sierra, Gemma Bel Enguix, Sofía N. Galicia-Haro:
Towards a Natural Language Compiler. MICAI (2) 2018: 70-82
[c36]
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Helena Gómez-Adorno, Gemma Bel Enguix, Gerardo Sierra, Octavio Sánchez, Daniela Quezada:
A Machine Learning Approach for Detecting Aggressive Tweets in Spanish. IberEval@SEPLN 2018: 102-107
2017
[c35]
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Noé Alejandro Castro-Sánchez, Alondra Nava-Zea, Gerardo Sierra:
Criminal Events Detection in News Stories Using Intuitive Classification. MICAI (2) 2017: 120-132
2016
[c34]
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  - conf/ic3k/Arroyo-Fernandez16
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Ignacio Arroyo-Fernández, Juan-Manuel Torres-Moreno, Gerardo Sierra, Luis Adrián Cabrera-Diego:
Automatic Text Summarization by Non-topic Relevance Estimation. KDIR 2016: 89-100
[c33]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. KDIR 2016: 307-314
[c32]
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Ximena Gutierrez-Vasques, Gerardo Sierra, Isaac Hernandez Pompa:
Axolotl: a Web Accessible Parallel Corpus for Spanish-Nahuatl. LREC 2016
[c31]
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Carlos Morales-Solares, Gerardo Sierra, Boris Escalante-Ramírez:
An Unsupervised Approach for Automatic Discovery of Metadata in Document Images. MICAI (Special Session) 2016: 1-7
[c30]
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Gemma Bel Enguix, Gerardo Sierra, Alejandro Dorantes, Alejandro Pimentel, Alan Carrillo, Magda Giordano:
Towards an Automatic Generation of a Proverbs Bank for Neurological Studies. MICAI (Special Session) 2016: 14-22
[c29]
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Alejandro Pimentel, Gerardo Sierra, Claudio Molina:
An Improved Automated Definition Extraction Method Based on Lexicographic and Lexico-Semantic Features. MICAI (Special Session) 2016: 28-34
[c28]
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Gerardo Sierra, Jorge Lázaro, Gemma Bel Enguix:
LEXIK. An Integrated System for Specialized Terminology. MICAI (1) 2016: 79-91
2015
[c27]
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Carlos E. González-Gallardo, Azucena Montes, Gerardo Sierra, J. Antonio Nuñez-Juárez, Adolfo Jonathan Salinas-López, Juan Ek:
Tweets Classification using Corpus Dependent Tags, Character and POS N-grams. CLEF (Working Notes) 2015
[c26]
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Julián Solórzano-Soto, Victor Mijangos, Alejandro Pimentel, Fernanda López-Escobedo, Azucena Montes, Gerardo Sierra:
Authorship Verification by combining SVMs with Kernels Optimized for Different Feature Categories. CLEF (Working Notes) 2015
[c25]
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  - conf/micai/VargasSMR15
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Víctor Manuel Corza Vargas, Christopher R. Stephens, Gerardo Eugenio Sierra Martínez, Azucena Montes Rendón:
NLP Methodology as Guidance and Verification of the Data Mining of Survey ENSANUT 2012. MICAI (2) 2015: 142-152
2013
[c24]
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Olga Acosta, César Antonio Aguilar, Gerardo Sierra:
Using Relational Adjectives for Extracting Hyponyms from Medical Texts. AIC@AI*IA 2013: 33-44
[c23]
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Eugenio Sierra Martínez:
Discursive Sentence Compression. CICLing (2) 2013: 394-407
[c22]
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Gerardo Eugenio Sierra Martínez, Laura Elena Hernández Domínguez:
Automatic Construction of the Knowledge Base of an Onomasiological Dictionary. VDOS+DO@ICBO 2013
[c21]
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Gerardo Sierra, Julio Rojas-Mora:
Analysis and Transformation of Textual Energy Distribution. MICAI (Special Sessions) 2013: 203-208
2012
[c20]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, M. Teresa Cabré, Gerardo Sierra:
A Symbolic Approach for Automatic Detection of Nuclearity and Rhetorical Relations among Intra-sentence Discourse Segments in Spanish. CICLing (1) 2012: 462-474
[c19]
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Jorge Vivaldi, Luis Adrián Cabrera-Diego, Gerardo Sierra, María Pozzi:
Using Wikipedia to Validate the Terminology found in a Corpus of Basic Textbooks. LREC 2012: 3820-3827
[c18]
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Carlos-Francisco Méndez-Cruz, Juan-Manuel Torres-Moreno, Alfonso Medina Urrea, Gerardo Sierra:
Extrinsic Evaluation on Automatic Summarization Tasks: Testing Affixality Measurements for Statistical Word Stemming. MICAI (2) 2012: 46-57
2011
[c17]
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Iria da Cunha, Juan-Manuel Torres-Moreno, Gerardo Sierra:
On the Development of the RST Spanish Treebank. Linguistic Annotation Workshop 2011: 1-10
[c16]
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  - conf/bmei/RonquilloCSCM11
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Fatima-Itzel Ronquillo, Conception Perez de Celis, Gerardo Sierra, Iria da Cunha, Juan-Manuel Torres-Moreno:
Automatic classification of biomedical texts: Experiments with a hearing loss corpus. BMEI 2011: 1674-1679
[c15]
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Iria da Cunha, M. Teresa Cabré, Eric SanJuan, Gerardo Sierra, Juan-Manuel Torres-Moreno, Jorge Vivaldi:
Automatic Specialized vs. Non-specialized Sentence Differentiation. CICLing (2) 2011: 266-276
[c14]
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Sierra, Patricia Velázquez-Morales:
Discourse Segmentation for Sentence Compression. MICAI (1) 2011: 316-327
[c13]
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Iria da Cunha, Juan-Manuel Torres-Moreno, Gerardo Sierra, Luis Adrián Cabrera-Diego, Brenda Gabriela Castro Rolón, Juan Miguel Rolland Bartilotti:
The RST Spanish Treebank On-line Interface. RANLP 2011: 698-703
2010
[c12]
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Edmundo-Pavel Soriano-Morales, Alfonso Medina Urrea, Gerardo Eugenio Sierra Martínez, Carlos-Francisco Méndez-Cruz:
The GIL Summarizers: Experiments in the Track QA@INEX'10. INEX 2010: 282-289
[c11]
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César Antonio Aguilar, Olga Acosta, Gerardo Sierra:
Recognition and extraction of definitional contexts in Spanish for sketching a lexical network. NAACL (Young Investigators Workshop) 2010: 109-116
2009
[c10]
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Alberto Barrón-Cedeño, Gerardo Sierra, Patrick Drouin, Sophia Ananiadou:
An Improved Automatic Term Recognition Method for Spanish. CICLing 2009: 125-136
[c9]
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Gerardo Sierra, Rodrigo Alarcón, Alejandro Molina-Villegas, Edwin Aldana:
Web Exploitation for Definition Extraction. LA-WEB/CLIHC 2009: 217-223
2007
[c8]
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Rodrigo Alarcón, Gerardo Sierra, Carme Bach:
ECODE: A Definition Extraction System. LTC 2007: 382-391
2004
[c7]
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Gerardo Sierra, John McNaught:
Serendipitous Wording of POS Tags to Extract Semantic Pairs of Words from Dictionary Definitions. International Conference on Computational Intelligence 2004: 113-116
[c6]
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Gerardo Sierra, John McNaught:
Serendipitous Wording of POS Tags to Extract Semantic Pairs of Words from Dictionary Definitions. International Conference on Computational Intelligence 2004: 310-313
2003
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Gerardo Sierra, John McNaught:
Natural Language System for Terminological Information Retrieval. CICLing 2003: 541-552
[c4]
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Gabriel Castillo, Gerardo Sierra, John McNaught:
An improved algorithm for semantic clustering. ISICT 2003: 304-309
2002
[c3]
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Gerardo Sierra, Rodrigo Alarcón:
Identification of Recurrent Patterns to Extract Definitory Contexts. CICLing 2002: 436-438
2000
[c2]
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Gerardo Sierra, John McNaught:
Extracting semantic clusters from the alignment of definitions. COLING 2000: 795-801
[c1]
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Gerardo Sierra, John McNaught:
Extraction of Semantic Clusters for Terminological Information Retrieval from MRDs. LREC 2000

Informal and Other Publications

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2018
[i6]
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Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, Iván V. Meza-Ruíz:
Challenges of language technologies for the indigenous languages of the Americas. CoRR abs/1806.04291 (2018)
2017
[i5]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. CoRR abs/1702.06467 (2017)
[i4]
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Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl:
A German Corpus for Text Similarity Detection Tasks. CoRR abs/1703.03923 (2017)
[i3]
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  - journals/corr/abs-1710-06524
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Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised Sentence Representations as Word Information Series: Revisiting TF-IDF. CoRR abs/1710.06524 (2017)
2015
[i2]
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Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina-Villegas:
Regroupement sémantique de définitions en espagnol. CoRR abs/1501.04920 (2015)
2012
[i1]
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  - journals/corr/abs-1212-3493
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, Gerardo Sierra:
Sentence Compression in Spanish driven by Discourse Segmentation and Language Models. CoRR abs/1212.3493 (2012)

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