Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks. - Nahun Loya; Iván Olmos Pineda; David Pinto 001; Helena Gómez-Adorno; Yuridiana Alemán (MICAI (1), 2012)

The Soundex Phonetic Algorithm Revisited for SMS Text Representation. - David Pinto 001; Darnes Vilariño Ayala; Yuridiana Alemán; Helena Gómez-Adorno; Nahun Loya; Héctor Jiménez-Salazar (TSD, 2012)

Semantic Answer Validation in Question Answering Systems for Reading Comprehension Tests. - Helena Gómez-Adorno; David Pinto 001; Darnes Vilariño Ayala (AMW, 2013)

Lexical-Syntactic and Graph-Based Features for Authorship Verification Notebook for PAN at CLEF 2013. - Darnes Vilariño Ayala; David Pinto 001; Helena Gómez-Adorno; Saúl León; Esteban Castillo (CLEF (Working Notes), 2013)

Two Approaches for QA4MRE: Information Retrieval and Graph-based Knowledge Representation. - Helena Gómez-Adorno; David Pinto 001; Darnes Vilariño Ayala (CLEF (Working Notes), 2013)

A Question Answering System for Reading Comprehension Tests. - Helena Gómez-Adorno; David Pinto 001; Darnes Vilariño Ayala (MCPR, 2013)

BUAP: N-gram based Feature Evaluation for the Cross-Lingual Textual Entailment Task. - Darnes Vilariño; David Pinto 001; Saúl León; Yuridiana Alemán; Helena Gómez-Adorno (SemEval@NAACL-HLT, 2013)

Graph Based Approach for the Question Answering Task Based on Entrance Exams. - Helena Gómez-Adorno; Grigori Sidorov; David Pinto 001; Alexander F. Gelbukh (CLEF (Working Notes), 2014)

Content and Style Features for Automatic Detection of Users' Intentions in Tweets. - Helena Gómez-Adorno; David Pinto 001; Manuel Montes-y-Gómez; Grigori Sidorov; Rodrigo Alfaro (IBERAMIA, 2014)

Soft Similarity and Soft Cosine Measure: Similarity of Features in Vector Space Model. - Grigori Sidorov; Alexander F. Gelbukh; Helena Gómez-Adorno; David Pinto 001 (Computación y Sistemas, 2014)

A graph-based multi-level linguistic representation for document understanding. - David Pinto 001; Helena Gómez-Adorno; Darnes Vilariño Ayala; Vivek Kumar Singh 001 (Pattern Recognit. Lett., 2014)

Automatic Linguistic Pattern Identification Based on Graph Text Representation. - Helena Gómez-Adorno; Grigori Sidorov; David Pinto 001; Darnes Vilariño (Res. Comput. Sci., 2014)

A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015. - Helena Gómez-Adorno; Grigori Sidorov; David Pinto 001; Ilia Markov (CLEF (Working Notes), 2015)

Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015. - Juan Pablo Posadas-Durán; Helena Gómez-Adorno; Ilia Markov; Grigori Sidorov; Ildar Z. Batyrshin; Alexander F. Gelbukh; Obdulia Pichardo-Lagunas (CLEF (Working Notes), 2015)

Computing text similarity using Tree Edit Distance. - Grigori Sidorov; Helena Gómez-Adorno; Ilia Markov; David Pinto 001; Nahun Loya (NAFIPS/WConSC, 2015)

CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task. - Helena Gómez-Adorno; Darnes Vilariño; David Pinto 001; Grigori Sidorov (SemEval@NAACL-HLT, 2015)

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

Author Profiling with Doc2vec Neural Network-Based Document Embeddings. - Ilia Markov; Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Grigori Sidorov; Alexander F. Gelbukh (MICAI (2), 2016)

CICBUAPnlp at SemEval-2016 Task 4-A: Discovering Twitter Polarity using Enhanced Embeddings. - Helena Gómez-Adorno; Darnes Vilariño; Grigori Sidorov; David Pinto Avendaño (SemEval@NAACL-HLT, 2016)

Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts. - Helena Gómez-Adorno; Ilia Markov; Grigori Sidorov; Juan Pablo Posadas-Durán; Miguel A. Sanchez-Perez; Liliana Chanona-Hernández (Comput. Intell. Neurosci., 2016)

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

Automatic Authorship Detection Using Textual Patterns Extracted from Integrated Syntactic Graphs. - Helena Gómez-Adorno; Grigori Sidorov; David Pinto 001; Darnes Vilariño; Alexander F. Gelbukh (Sensors, 2016)

Author Clustering using Hierarchical Clustering Analysis. - Helena Gómez-Adorno; Yuridiana Alemán; Darnes Vilariño Ayala; Miguel A. Sanchez-Perez; David Pinto 001; Grigori Sidorov (CLEF (Working Notes), 2017)

Hierarchical Clustering Analysis: The Best-Performing Approach at PAN 2017 Author Clustering Task. - Helena Gómez-Adorno; Carolina Martín-Del-Campo-Rodríguez; Grigori Sidorov; Yuridiana Alemán; Darnes Vilariño; David Pinto 001 (CLEF, 2017)

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

Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus. - Miguel A. Sanchez-Perez; Ilia Markov; Helena Gómez-Adorno; Grigori Sidorov (CLEF, 2017)

The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. - Ilia Markov; Helena Gómez-Adorno; Grigori Sidorov; Alexander F. Gelbukh (FIRE (Working Notes), 2017)

Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words. - Helena Gómez-Adorno; Ilia Markov; Jorge Baptista; Grigori Sidorov; David Pinto 001 (VarDial, 2017)

Application of the distributed document representation in the authorship attribution task for small corpora. - Juan Pablo Posadas-Durán; Helena Gómez-Adorno; Grigori Sidorov; Ildar Z. Batyrshin; David Pinto 001; Liliana Chanona-Hernández (Soft Comput., 2017)

CIC-GIL Approach to Cross-domain Authorship Attribution: Notebook for PAN at CLEF 2018. - Carolina Martín-Del-Campo-Rodríguez; Helena Gómez-Adorno; Grigori Sidorov; Ildar Z. Batyrshin (CLEF (Working Notes), 2018)

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

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

Document embeddings learned on various types of n-grams for cross-topic authorship attribution. - Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Grigori Sidorov; David Pinto 001 (Computing, 2018)

Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts. - Helena Gómez-Adorno; Germán Ríos-Toledo; Juan Pablo Posadas-Durán; Grigori Sidorov; Gerardo Sierra (Computación y Sistemas, 2018)

Improving the Boilerpipe Algorithm for Boilerplate Removal in News Articles Using HTML Tree Structure. - Francisco Viveros Jiménez; Miguel A. Sánchez-Pérez; Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Grigori Sidorov; Alexander F. Gelbukh (Computación y Sistemas, 2018)

Plagiarism Detection with Genetic-Based Parameter Tuning. - Miguel A. Sanchez-Perez; Alexander F. Gelbukh; Grigori Sidorov; Helena Gómez-Adorno (Int. J. Pattern Recognit. Artif. Intell., 2018)

Representaciones vectoriales de palabras de un corpus de normas de asociación. - Jorge Reyes-Magaña; Helena Gómez-Adorno; Gemma Bel Enguix; Gerardo Sierra (Res. Comput. Sci., 2018)

A Parallel Corpus Mixtec-Spanish. - Cynthia Montaño; Gerardo Eugenio Sierra Martínez; Gemma Bel-Enguix; Helena Gómez-Adorno (WNLP@ACL, 2019)

Spanish Word Embeddings Learned on Word Association Norms. - Helena Gómez-Adorno; Jorge Reyes-Magaña; Gemma Bel-Enguix; Gerardo Sierra (AMW, 2019)

Bots and Gender Profiling using Character Bigrams. - Daniel Yacob Espinosa; Helena Gómez-Adorno; Grigori Sidorov (CLEF (Working Notes), 2019)

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

MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework. - Luis Enrique Argota Vega; Jorge Carlos Reyes-Magaña; Helena Gómez-Adorno; Gemma Bel-Enguix (SemEval@NAACL-HLT, 2019)

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

A convolutional neural network approach for gender and language variety identification. - Helena Gómez-Adorno; Roddy Fuentes-Alba; Ilia Markov; Grigori Sidorov; Alexander F. Gelbukh (J. Intell. Fuzzy Syst., 2019)

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

A Lexical Search Model based on word association norms. - Jorge Reyes-Magaña; Gemma Bel Enguix; Helena Gómez-Adorno; Gerardo Sierra (J. Intell. Fuzzy Syst., 2019)

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

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

Profiling Fake News Spreaders using Character and Words N-grams. - Daniel Yacob Espinosa; Helena Gómez-Adorno; Grigori Sidorov (CLEF (Working Notes), 2020)

Enhancing Job Searches in Mexico City with Language Technologies. - 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 (LT4Gov@LREC, 2020)

Gender Identification in Social Media Using Transfer Learning. - Aquilino Francisco Sotelo; Helena Gómez-Adorno; Oscar A. Esquivel-Flores; Gemma Bel-Enguix (MCPR, 2020)

Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection - 19th Mexican International Conference on Artificial Intelligence. - Helena Gómez-Adorno; Gemma Bel-Enguix; Gerardo Sierra; Juan-Manuel Torres-Moreno; Renata Martinez; Pedro Serrano (MICAI (2), 2020)

MineriaUNAM at SemEval-2020 Task 3: Predicting Contextual WordSimilarity Using a Centroid Based Approach and Word Embeddings. - Helena Gómez-Adorno; Gemma Bel-Enguix; Jorge Reyes-Magaña; Benjamín Moreno; Ramón Casillas; Daniel Vargas (SemEval@COLING, 2020)

Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish. - Mario Ezra Aragón; Horacio Jesús Jarquín-Vásquez; Manuel Montes-y-Gómez; Hugo Jair Escalante; Luis Villaseñor Pineda; Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Gemma Bel-Enguix (IberLEF@SEPLN, 2020)

Multi-label Emotion Classification using Content-Based Features in Twitter. - Iqra Ameer; Noman Ashraf; Grigori Sidorov; Helena Gómez-Adorno (Computación y Sistemas, 2020)

"Bend the truth": Benchmark dataset for fake news detection in Urdu language and its evaluation. - Maaz Amjad; Grigori Sidorov; Alisa Zhila; Helena Gómez-Adorno; Ilia Voronkov; Alexander F. Gelbukh (J. Intell. Fuzzy Syst., 2020)

Descriptions of issues and comments for predicting issue success in software projects. - Sandra L. Ramirez-Mora; Hanna Oktaba; Helena Gómez-Adorno (J. Syst. Softw., 2020)

Graph-based Siamese Network for Authorship Verification. - Daniel Embarcadero-Ruiz; Helena Gómez-Adorno; Ivan Reyes-Hernández; Alexis García; Alberto Embarcadero-Ruiz (CLEF (Working Notes), 2021)

Automatic Fake News Detection in Urdu Language using Transformers. - Iqra Ameer; Claudia Porto Capetillo; Helena Gómez-Adorno; Grigori Sidorov (FIRE (Working Notes), 2021)

Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic Data. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MICAI (1), 2021)

Bert-based Approach for Sentiment Analysis of Spanish Reviews from TripAdvisor. - Juan Vásquez; Helena Gómez-Adorno; Gemma Bel-Enguix (IberLEF@SEPLN, 2021)

Exploring the communication functions of comments during bug fixing in Open Source Software projects. - Sandra L. Ramirez-Mora; Hanna Oktaba; Helena Gómez-Adorno; Gerardo Sierra (Inf. Softw. Technol., 2021)

Overview of FakeDeS at IberLEF 2021: Fake News Detection in Spanish Shared Task. - Helena Gómez-Adorno; Juan Pablo Posadas-Durán; Gemma Bel Enguix; Claudia Porto Capetillo (Proces. del Leng. Natural, 2021)

Extracción de síntomas en notas médicas escritas en español. - Dalia Cruz-Aguirre; Helena Gómez-Adorno; Armando Rios-Lastiri (Res. Comput. Sci., 2021)

Extracción de signos vitales, medidas antropométricas y fechas en expedientes médicos. - Rodrigo Diaz-Moreno; Helena Gómez-Adorno; Alejandro Martínez-Torres (Res. Comput. Sci., 2021)

Detección de bots en redes sociales usando técnicas procesamiento de lenguaje natural. - Daniel Yacob Espinosa; Helena Gómez-Adorno; Grigori Sidorov (Res. Comput. Sci., 2021)

Distancia de Levenshtein para anonimización de notas médicas y detección de comorbilidades. - Alejandro Martínez-Torres; Helena Gómez-Adorno (Res. Comput. Sci., 2021)

HBDCI at CheckThat!-2022: Fake News Detection Using a Combination of stylometric Features and Deep Learning. - Claudia Porto Capetillo; Diego Lecuona-Gómez; Helena Gómez-Adorno; Ignacio Arroyo-Fernández; Jair Neri-Chávez (CLEF (Working Notes), 2022)

A content spectral-based analysis for authorship verification. - Melesio Crespo-Sanchez; Helena Gómez-Adorno; Ivan López-Arévalo; Edwin Aldana-Bobadilla; Karla Salas-Jimenez; Jorge Cortes-Lopez (CLEF (Working Notes), 2022)

Graph-Based Siamese Network for Authorship Verification. - Jorge Alfonso Martinez Galicia; Daniel Embarcadero Ruiz; Alejandro Ríos Orduña; Helena Gómez-Adorno (CLEF (Working Notes), 2022)

Clinical Named Entity Recognition and Linking using BERT in Combination with Spanish Medical Embeddings. - Javier Reyes-Aguillón; Rodrigo del Moral; Orlando Ramos Flores; Helena Gómez-Adorno; Gemma Bel-Enguix (CLEF (Working Notes), 2022)

CESAMMO: Categorical Encoding by Statistical Applied Multivariable Modeling. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MICAI (1), 2022)

Species Mention Entity Recognition, Linking and Classification Using RoBERTa in Combination with Spanish Medical Embeddings. - Rodrigo del Moral; Javier Reyes-Aguillón; Orlando Ramos Flores; Helena Gómez-Adorno; Gemma Bel-Enguix (IberLEF@SEPLN, 2022)

Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods. - Iqra Ameer; Grigori Sidorov; Helena Gómez-Adorno; Rao Muhammad Adeel Nawab (IEEE Access, 2022)

Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning. - Iqra Ameer; Muhammad Arif 014; Grigori Sidorov; Helena Gómez-Adorno; Alexander F. Gelbukh (CoRR, 2022)

Job Offers Classifier using Neural Networks and Oversampling Methods. - Germán Ortiz; Gemma Bel Enguix; Helena Gómez-Adorno; Iqra Ameer; Grigori Sidorov (CoRR, 2022)

Creating a corpus of historical documents for emotions identification. - Stephanie Vázquez González; María Josefa Somodevilla García; Rosalva Loreto López; Helena Gómez-Adorno (J. Intell. Fuzzy Syst., 2022)

A case study in authorship attribution: The Mondrigo. - Gerardo Sierra; Tonatiuh Hernández-García; Helena Gómez-Adorno; Gemma Bel-Enguix (J. Intell. Fuzzy Syst., 2022)

La #felicidad en Twitter: ¿qué representa realmente? - Gemma Bel Enguix; Helena Gómez-Adorno; Karla Mendoza; Grigori Sidorov; Juan Vásquez (Linguamática, 2022)

Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared Task. - Gemma Bel-Enguix; Gerardo Sierra; Helena Gómez-Adorno; Juan-Manuel Torres-Moreno; Jesús-Germán Ortiz-Barajas; Juan Vásquez (Proces. del Leng. Natural, 2022)

Authorship Verification Machine Learning Methods For Style Change Detection In Texts. - Gianni X. Jacobo; Valeria Dehesa-Corona; Ariel D. Rojas-Reyes; Helena Gómez-Adorno (CLEF (Working Notes), 2023)

IimasGIL_NLP@EXIST2023: Unveiling Sexism on Twitter with Fine-tuned Transformers. - Andrea Sanchez-Urbina; Helena Gómez-Adorno; Gemma Bel-Enguix; Vianey Rodríguez-Figueroa; Angela Monge-Barrera (CLEF (Working Notes), 2023)

Heterogeneous-Graph Convolutional Network for Authorship Verification. - Andric Valdez-Valenzuela; Jorge Alfonso Martinez Galicia; Helena Gómez-Adorno (CLEF (Working Notes), 2023)

LKE-IIMAS team at Rest-Mex 2023: Sentiment Analysis on Mexican Tourism Reviews using Transformer-Based Domain Adaptation. - Victor Giovanni Morales Murillo; Helena Gómez-Adorno; David Pinto 001; Ilyan Alexey Cortés-Miranda; Pierre Delice (IberLEF@SEPLN, 2023)

Exploring Text Representations for Detecting Automatically Generated Text. - Zayra Villegas-Trejo; Helena Gómez-Adorno; Sergio-Luis Ojeda-Trueba (IberLEF@SEPLN, 2023)

LexAN: Lexical Association Networks. - Jorge Reyes-Magaña; Gerardo Sierra; Gemma Bel-Enguix; Helena Gómez-Adorno (Computación y Sistemas (CyS), 2023)

Overview of HOMO-MEX at Iberlef 2023: Hate speech detection in Online Messages directed Towards the MEXican Spanish speaking LGBTQ+ population. - Gemma Bel-Enguix; Helena Gómez-Adorno; Gerardo Sierra; Juan Vásquez; Scott Thomas Andersen; Sergio Ojeda-Trueba (Proces. del Leng. Natural, 2023)

Enhancing Biomedical NLP in Spanish: Large Language Model's Domain Adaptation for Named Entity Recognition in Clinical Notes. - Rodrigo del Moral; Orlando Ramos Flores; Helena Gómez-Adorno (Res. Comput. Sci., 2023)

RGB pixel n-grams: A texture descriptor. - Fátima Belén Paiva Pavón; María Cristina Orué Gil; José Luis Vázquez Noguera; Helena Gómez-Adorno; Valentín Calzada-Ledesma (Signal Process. Image Commun., 2023)

Team qIIMAS on Task 2 - Clustering. - William Alvarez-Giron; Jorge Tellezz-Torres; Javier Tovar-Cortes; Helena Gómez-Adorno (CLEF (Working Notes), 2024)

JK_PCIC_UNAM at CheckThat! 2024: Analysis of Subjectivity in News Sentences Using Transformers-Based Models. - Karla Salas-Jimenez; Iván Díaz; Helena Gómez-Adorno; Gemma Bel-Enguix; Gerardo Sierra (CLEF (Working Notes), 2024)

Team iimasnlp at PAN: Leveraging Graph Neural Networks and Large Language Models for Generative AI Authorship Verification. - Andric Valdez-Valenzuela; Helena Gómez-Adorno (CLEF (Working Notes), 2024)

Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech. - Selene Baez Santamaría; Helena Gómez-Adorno; Ilia Markov (EMNLP (Findings), 2024)

Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (MCPR, 2024)

MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness. - Jesús-Germán Ortiz-Barajas; Gemma Bel Enguix; Helena Gómez-Adorno (SemEval@NAACL, 2024)

IIMASnlp at GenoVarDis Task: Exploring Zero-shot and CRF Approaches to NER Task in Genomic Variants and Related Diseases. - Orlando Ramos Flores; Helena Gómez-Adorno; Edgardo Galán-Vásquez (IberLEF@SEPLN, 2024)

The iimasNLP team at IberAuTexTification 2024: Integrating Graph Neural Networks, Multilingual LLMs, and Stylometry for Automatic Text Identification. - Andric Valdez-Valenzuela; Ricardo Loth Zavala-Reyes; Victor Giovanni Morales Murillo; Helena Gómez-Adorno (IberLEF@SEPLN, 2024)

PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions. - Jesús Vázquez-Osorio; Gerardo Sierra; Helena Gómez-Adorno; Gemma Bel-Enguix (WASSA, 2024)

HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into Multi-Task Transformers for Sequence Labelling. - Jesús-Germán Ortiz-Barajas; Helena Gómez-Adorno; Thamar Solorio (CoRR, 2024)

Statistical Evaluation of Categorical Encoders for Pattern Preservation in Machine Learning Tasks. - Eric Valdez-Valenzuela; Angel Kuri-Morales; Helena Gómez-Adorno (Int. J. Comb. Optim. Probl. Informatics, 2024)

Machine Learning and Deep Learning Sentiment Analysis Models: Case Study on the SENT-COVID Corpus of Tweets in Mexican Spanish. - Helena Gómez-Adorno; Gemma Bel-Enguix; Gerardo Sierra; Juan-Carlos Barajas; William Alvarez-Giron (Informatics, 2024)

Overview of HOMO-MEX at IberLEF 2024: Hate Speech Detection Towards the Mexican Spanish speaking LGBT+ Population. - Helena Gómez-Adorno; Gemma Bel-Enguix; Hiram Calvo; Sergio Ojeda-Trueba; Scott Thomas Andersen; Juan Vásquez; Tania Alcántara; Miguel Soto; Cesar Macias (Proces. del Leng. Natural, 2024)

Spectrep: A software for spectral representation of text content. - Melesio Crespo-Sanchez; Ivan López-Arévalo; Edwin Aldana-Bobadilla; Helena Gómez-Adorno; José Luis González Compeán (SoftwareX, 2024)

text2graphAPI: A library to transform text documents into different graph representations. - Andric Valdez-Valenzuela; Helena Gómez-Adorno (SoftwareX, 2024)

La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America. - María Grandury; Javier Aula-Blasco; Júlia Falcão; Clémentine Fourrier; Miguel González Saiz; Gonzalo Martínez 001; Gonzalo Santamaría Gómez; Rodrigo Agerri; Nuria Aldama-García; Luis Chiruzzo; Javier Conde; Helena Gómez-Adorno; et al. (ACL (1), 2025)

NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs. - David Salvador Preciado-Márquez; Helena Gómez-Adorno; Ilia Markov; Selene Baez Santamaría (COLING Workshops, 2025)

Text Graph Neural Networks for Detecting AI-Generated Content. - Andric Valdez-Valenzuela; Helena Gómez-Adorno; Manuel Montes-y-Gómez (COLING Workshops, 2025)

A similarity Based Algorithm for Predicting Academic Success in First-year Undergraduates. - Cinthia Rodríguez Maya; Carlos Gershenson García; Helena Montserrat Gómez Adorno (Int. J. Comb. Optim. Probl. Informatics, 2025)