Publications

Emir Araujo-Pino, Helena Gómez-Adorno, Gibran Fuentes Pineda (2020). Siamese Network applied to Authorship Verification. Working Notes of CLEF.

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Aquilino Francisco Sotelo, Helena Gómez-Adorno, Oscar Esquivel-Flores, Gemma Bel-Enguix (2020). Gender Identification in Social Media Using Transfer Learning. Mexican Conference on Pattern Recognition.

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Gerardo Sierra Martı́nez, Gemma Bel-Enguix, Helena Gómez-Adorno, Juan Manuel Torres Moreno, Tonatiuh Hernández-García, Julio v Guadarrama-Olvera, Jesús-Germán Ortiz-Barajas, Ángela María, Damerau, Tomas Rojas, Soledad Aragón Martínez (2020). Enhancing Job Searches in Mexico City with Language Technologies. Proceedings of the 1st Workshop on Language Technologies for Government and Public Administration (LT4Gov).

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Sandra L Ramı́rez-Mora, Hanna Oktaba, Helena Gómez-Adorno (2020). Descriptions of issues and comments for predicting issue success in software projects. Journal of Systems and Software.

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Maaz Amjad, Grigori Sidorov, Alisa Zhila, Helena Gómez-Adorno, Ilia Voronkov, Alexander Gelbukh (2020). “Bend the truth”: Benchmark dataset for fake news detection in urdu language and its evaluation. Journal of Intelligent & Fuzzy Systems.

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Gemma Bel-Enguix, Helena Gómez-Adorno, Jorge Reyes-Magaña, Gerardo Sierra (2019). Wan2vec: Embeddings learned on word association norms. Semantic Web.

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Helena Gómez-Adorno, Jorge Carlos Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra (2019). Spanish Word Embeddings Learned on Word Association Norms. Proceedings of the 13th Alberto Mendelzon International Workshop on Foundations of Data Management.

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Luis Enrique Argota Vega, Jorge Carlos Reyes-Magaña, Helena Gómez-Adorno, Gemma Bel-Enguix (2019). MineriaUNAM at SemEval-2019 Task 5: Detecting hate speech in Twitter using multiple features in a combinatorial framework. Proceedings of the 13th International Workshop on Semantic Evaluation.

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Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Jesús Jaime Moreno Escobar (2019). Detection of fake news in a new corpus for the Spanish language. Journal of Intelligent & Fuzzy Systems.

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Germán Ortiz, Helena Gómez-Adorno, Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra (2019). Detection of Aggressive Tweets in Mexican Spanish Using Multiple Features with Parameter Optimization.. IberLEF@ SEPLN.

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Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra, Helena Gómez-Adorno (2019). Designing an Electronic Reverse Dictionary Based on Two Word Association Norms of English Language. Electronic lexicography in the 21st century (eLex 2019): Smart lexicography.

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Daniel Yacob Espinosa, Helena Gómez-Adorno, Grigori Sidorov (2019). Bots and gender profiling using character bigrams notebook for PAN at CLEF 2019. CEUR Workshop Proceedings.

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Alex I Valencia Valencia, Helena Gomez Adorno, Christopher Stephens Rhodes, Gibran Fuentes Pineda (2019). Bots and Gender Identification Based on Stylometry of Tweet Minimal Structure and n-grams Model.

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Cynthia Montaño, Gerardo Sierra Martı́nez, Gemma Bel-Enguix, Helena Gomez (2019). A Parallel Corpus Mixtec-Spanish. Proceedings of the 2019 Workshop on Widening NLP.

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Jorge Reyes-Magaña, Gemma Bel-Enguix, Helena Gómez-Adorno, Gerardo Sierra (2019). A Lexical Search Model based on word association norms. Journal of Intelligent & Fuzzy Systems.

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Helena Gómez-Adorno, Roddy Fuentes-Alba, Ilia Markov, Grigori Sidorov, Alexander Gelbukh (2019). A convolutional neural network approach for gender and language variety identification. Journal of Intelligent & Fuzzy Systems.

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Helena Gómez-Adorno, Juan-Pablo Posadas-Duran, Germán Rı́os-Toledo, Grigori Sidorov, Gerardo Sierra (2018). Stylometry-based approach for detecting writing style changes in literary texts. Computación y Sistemas.

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Miguel a Sanchez-Perez, Alexander Gelbukh, Grigori Sidorov, Helena Gómez-Adorno (2018). Plagiarism detection with genetic-based parameter tuning. International Journal of Pattern Recognition and Artificial Intelligence.

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Francisco Viveros-Jiménez, Miguel a Sánchez-Pereza, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander Gelbukh (2018). Improving the boilerpipe algorithm for boilerplate removal in news articles using html tree structure. Computación y Sistemas.

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Helena Gómez-Adorno, Carolina Martı́n Del Campo-Rodr\ǵuez, Grigori Sidorov, Yuridiana Alemán, Darnes Vilariño, David Pinto (2018). Hierarchical clustering analysis: the best-performing approach at PAN 2017 author clustering task. International Conference of the Cross-Language Evaluation Forum for European Languages.

Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, David Pinto (2018). Document embeddings learned on various types of n-grams for cross-topic authorship attribution. Computing.

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Carolina Martı́n Del Campo-Rodr\ǵuez, Helena Gómez-Adorno, Grigori Sidorov, Ildar Batyrshin (2018). CIC-GIL Approach to Cross-domain Authorship Attribution. Working Notes of CLEF.

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Ilia Markov, Helena Gómez-Adorno, Mónica Jasso Rosales, Grigori Sidorov (2018). CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation.. IberEval@ SEPLN.

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Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra, Octavio Sánchez, Daniela Quezada (2018). A Machine Learning Approach for Detecting Aggressive Tweets in Spanish.. IberEval@ SEPLN.

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Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander Gelbukh (2017). The winning approach to cross-genre gender identification in russian at rusprofiling 2017. Training.

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Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov (2017). Language-and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling.. CLEF (Working Notes).

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Helena Gomez, Ilia Markov, Jorge Baptista, Grigori Sidorov, David Pinto (2017). Discriminating between similar languages using a combination of typed and untyped character n-grams and words. Proceedings of the Fourth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial).

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Miguel a Sanchez-Perez, Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov (2017). Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same spanish news corpus. International Conference of the Cross-Language Evaluation Forum for European Languages.

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Helena Gómez-Adorno, Yuridiana Aleman, Darnes Vilariño Ayala, Miguel a Sanchez-Perez, David Pinto, Grigori Sidorov (2017). Author Clustering using Hierarchical Clustering Analysis.. CLEF (Working Notes).

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Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Ildar Batyrshin, David Pinto, Liliana Chanona-Hernández (2017). Application of the distributed document representation in the authorship attribution task for small corpora. Soft Computing.

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Juan Pablo Posadas-Durán, Grigori Sidorov, Helena Gómez-Adorno, Ildar Batyrshin, Elibeth Mirasol-Mélendez, Gabriela Posadas-Durán, Liliana Chanona-Hernández (2017). Algorithm for extraction of subtrees of a sentence dependency parse tree. Acta Polytechnica Hungarica.

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Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Miguel a Sanchez-Perez, Liliana Chanona-Hernandez (2016). Improving feature representation based on a neural network for author profiling in social media texts. Computational intelligence and neuroscience.

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Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Carolina Fócil Arias (2016). Compilación de un lexicón de redes sociales para la identificación de perfiles de autor.. Res. Comput. Sci..

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Helena Gomez, Darnes Vilarino, Grigori Sidorov, David Pinto (2016). Cicbuapnlp at semeval-2016 task 4-a: Discovering twitter polarity using enhanced embeddings. Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016).

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Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Darnes Vilariño, Alexander Gelbukh (2016). Automatic authorship detection using textual patterns extracted from integrated syntactic graphs. Sensors.

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Ilia Markov, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander Gelbukh (2016). Author profiling with doc2vec neural network-based document embeddings. Mexican International Conference on Artificial Intelligence.

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Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F Gelbukh (2016). Adapting Cross-Genre Author Profiling to Language and Corpus.. CLEF (Working Notes).

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Juan Pablo Posadas-Durán, Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Ildar Batyrshin, Alexander Gelbukh, Obdulia Pichardo-Lagunas (2015). Syntactic n-grams as features for the author profiling task. Working Notes Papers of the CLEF.

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Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, David Pinto, Nahun Loya (2015). Computing text similarity using tree edit distance. 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

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Helena Gomez, Darnes Vilariño, David Pinto, Grigori Sidorov (2015). CICBUAPnlp: graph-based approach for answer selection in community question answering task. Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015).

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Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Ilia Markov (2015). A graph based authorship identification approach. Working notes papers of the CLEF.

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Grigori Sidorov, Alexander Gelbukh, Helena Gómez-Adorno, David Pinto (2014). Soft similarity and soft cosine measure: Similarity of features in vector space model. Computación y Sistemas.

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Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Alexander F Gelbukh (2014). Graph Based Approach for the Question Answering Task Based on Entrance Exams.. CLEF (Working Notes).

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Helena Gómez-Adorno, David Pinto, Manuel Montes, Grigori Sidorov, Rodrigo Alfaro (2014). Content and style features for automatic detection of users’ intentions in tweets. Ibero-American Conference on Artificial Intelligence.

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Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Darnes Vilarino (2014). Automatic Linguistic Pattern Identification Based on Graph Text Representation. Research in Computing Science.

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David Pinto, Helena Gómez-Adorno, Darnes Vilarino, Vivek Kumar Singh (2014). A graph-based multi-level linguistic representation for document understanding. Pattern recognition letters.

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Helena Gómez-Adorno, David Pinto, Darnes Vilariño Ayala (2013). Two Approaches for QA4MRE: Information Retrieval and Graph-based Knowledge Representation.. CLEF (Working Notes).

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Helena Gómez-Adorno, David Pinto, Darnes Vilariño Ayala (2013). Semantic Answer Validation in Question Answering Systems for Reading Comprehension Tests.. AMW.

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Darnes Vilariño, David Pinto, Helena Gómez, Saúl León, Esteban Castillo (2013). Lexical-syntactic and graph-based features for authorship verification. Proceedings of CLEF.

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Darnes Vilarino, David Pinto, Saúl León, Yuridiana Alemán, Helena Gomez (2013). Buap: N-gram based feature evaluation for the cross-lingual textual entailment task. Second Joint Conference on Lexical and Computational Semantics ( SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)*.

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Helena Gómez-Adorno, David Pinto, Darnes Vilarino (2013). A question answering system for reading comprehension tests. Mexican Conference on Pattern Recognition.

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David Pinto, Darnes Vilariño, Yuridiana Alemán, Helena Gómez, Nahun Loya, Héctor Jiménez-Salazar (2012). The Soundex phonetic algorithm revisited for SMS text representation. International Conference on Text, Speech and Dialogue.

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Nahun Loya, Iván Olmos Pineda, David Pinto, Helena Gómez-Adorno, Yuridiana Alemán (2012). Forecast of air quality based on ozone by decision trees and neural networks. Mexican International Conference on Artificial Intelligence.

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Guillermo De Ita Luna, Others (2012). Algorithm to Count the Number of Signed Paths in an Electrical Network via Boolean Formulas.

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