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Gerardo Sierra
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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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2020 – today
- 2024
- [j38]Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra, Juan-Carlos Barajas, William Alvarez-Giron:
Machine Learning and Deep Learning Sentiment Analysis Models: Case Study on the SENT-COVID Corpus of Tweets in Mexican Spanish. Informatics 11(2): 24 (2024) - [c50]Karla Salas-Jimenez, Iván Díaz, Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra:
JK_PCIC_UNAM at CheckThat! 2024: Analysis of Subjectivity in News Sentences Using Transformers-Based Models. CLEF (Working Notes) 2024: 598-604 - [c49]Jesús Vázquez-Osorio, Gerardo Sierra, Helena Gómez-Adorno, Gemma Bel-Enguix:
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions. WASSA 2024: 490-494 - 2023
- [j37]Jorge Reyes-Magaña, Gerardo Sierra, Gemma Bel-Enguix, Helena Gómez-Adorno:
LexAN: Lexical Association Networks. Computación y Sistemas (CyS) 27(4) (2023) - [j36]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) - [j35]Francisco F. López-Ponce, Gerardo Sierra, Gemma Bel Enguix:
Sistemas de clasificación aplicados a la detección de paráfrasis. Res. Comput. Sci. 152(7): 49-62 (2023) - [j34]Ángel Cadena, Francisco F. López-Ponce, Gerardo Sierra, Jorge Lázaro, Sergio-Luis Ojeda-Trueba:
Information Retrieval Techniques for Question Answering based on Pre-Trained Language Models. Res. Comput. Sci. 152(12): 5-15 (2023) - 2022
- [j33]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]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]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]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]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) - [c48]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]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]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]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]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 - [c43]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
2010 – 2019
- 2019
- [j28]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]Octavio Sánchez, Gerardo Sierra:
Joint Sentiment Topic Model for objective text clustering. J. Intell. Fuzzy Syst. 36(4): 3119-3128 (2019) - [j26]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]Fernanda López-Escobedo, Gerardo Sierra, Julián Solórzano-Soto:
SAUTEE: un recurso en línea para análisis estilométricos. Linguamática 11(1): 69-81 (2019) - [j24]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]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]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]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) - [c42]Cynthia Montaño, Gerardo Eugenio Sierra Martínez, Gemma Bel-Enguix, Helena Gómez-Adorno:
A Parallel Corpus Mixtec-Spanish. WNLP@ACL 2019: 157-159 - [c41]Helena Gómez-Adorno, Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra:
Spanish Word Embeddings Learned on Word Association Norms. AMW 2019 - [c40]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
- [j20]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]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]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) - [c39]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]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]Angel Zúñiga, Gerardo Sierra, Gemma Bel Enguix, Sofía N. Galicia-Haro:
Towards a Natural Language Compiler. MICAI (2) 2018: 70-82 - [c36]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 - [i6]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
- [j17]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]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]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]Gerardo Sierra, Julián Solórzano-Soto, Arturo Curiel Díaz:
GECO, un Gestor de Corpus colaborativo basado en web. Linguamática 9(2): 57-72 (2017) - [j13]Victor Mijangos, Gerardo Sierra, Azucena Montes:
Sentence level matrix representation for document spectral clustering. Pattern Recognit. Lett. 85: 29-34 (2017) - [j12]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) - [c35]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 - [i5]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]Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl:
A German Corpus for Text Similarity Detection Tasks. CoRR abs/1703.03923 (2017) - [i3]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) - 2016
- [j11]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]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]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]Carlos-Francisco Méndez-Cruz, Alfonso Medina Urrea, Gerardo Sierra:
Unsupervised morphological segmentation based on affixality measurements. Pattern Recognit. Lett. 84: 127-133 (2016) - [j7]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]Victor Mijangos, Gerardo Sierra, Abel Herrera:
A Word Embeddings Model for Sentence Similarity. Res. Comput. Sci. 117: 63-74 (2016) - [c34]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]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]Ximena Gutierrez-Vasques, Gerardo Sierra, Isaac Hernandez Pompa:
Axolotl: a Web Accessible Parallel Corpus for Spanish-Nahuatl. LREC 2016 - [c31]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]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]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]Gerardo Sierra, Jorge Lázaro, Gemma Bel Enguix:
LEXIK. An Integrated System for Specialized Terminology. MICAI (1) 2016: 79-91 - 2015
- [c27]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]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]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 - [i2]Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina-Villegas:
Regroupement sémantique de définitions en espagnol. CoRR abs/1501.04920 (2015) - 2014
- [j5]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]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) - 2013
- [c24]Olga Acosta, César Antonio Aguilar, Gerardo Sierra:
Using Relational Adjectives for Extracting Hyponyms from Medical Texts. AIC@AI*IA 2013: 33-44 - [c23]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]Gerardo Eugenio Sierra Martínez, Laura Elena Hernández Domínguez:
Automatic Construction of the Knowledge Base of an Onomasiological Dictionary. VDOS+DO@ICBO 2013 - [c21]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]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]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]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 - [i1]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) - 2011
- [c17]Iria da Cunha, Juan-Manuel Torres-Moreno, Gerardo Sierra:
On the Development of the RST Spanish Treebank. Linguistic Annotation Workshop 2011: 1-10 - [c16]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]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]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]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]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]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
2000 – 2009
- 2009
- [j3]Gerardo Sierra:
Extracción de contextos definitorios en textos de especialidad a partir del reconocimiento de patrones lingüísticos. Linguamática 1(2): 13-37 (2009) - [j2]César Antonio Aguilar, Gerardo Sierra:
Reconocimiento de definiciones asociadas a frases predicativas en contextos definitorios. Proces. del Leng. Natural 43: 151-158 (2009) - [c10]Alberto Barrón-Cedeño, Gerardo Sierra, Patrick Drouin, Sophia Ananiadou:
An Improved Automatic Term Recognition Method for Spanish. CICLing 2009: 125-136 - [c9]Gerardo Sierra, Rodrigo Alarcón, Alejandro Molina-Villegas, Edwin Aldana:
Web Exploitation for Definition Extraction. LA-WEB/CLIHC 2009: 217-223 - 2007
- [c8]Rodrigo Alarcón, Gerardo Sierra, Carme Bach:
ECODE: A Definition Extraction System. LTC 2007: 382-391 - 2006
- [j1]Gerardo Eugenio Sierra Martínez, Rodrigo Alarcón, César Antonio Aguilar:
Extracción automática de contextos definitorios en textos especializados. Proces. del Leng. Natural 37 (2006) - 2004
- [c7]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]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
- [c5]Gerardo Sierra, John McNaught:
Natural Language System for Terminological Information Retrieval. CICLing 2003: 541-552 - [c4]Gabriel Castillo, Gerardo Sierra, John McNaught:
An improved algorithm for semantic clustering. ISICT 2003: 304-309 - 2002
- [c3]Gerardo Sierra, Rodrigo Alarcón:
Identification of Recurrent Patterns to Extract Definitory Contexts. CICLing 2002: 436-438 - 2000
- [c2]Gerardo Sierra, John McNaught:
Extracting semantic clusters from the alignment of definitions. COLING 2000: 795-801 - [c1]Gerardo Sierra, John McNaught:
Extraction of Semantic Clusters for Terminological Information Retrieval from MRDs. LREC 2000
Coauthor Index
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