Helena Gómez-Adorno

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 74

Top Topics

Authorship Attribution

Hierarchical Clustering

Machine Learning

Top Venues

CLEF (Working Notes)

J. Intell. Fuzzy Syst.

Computación y Sistemas

Publications

Jesús-Germán Ortiz-Barajas, Helena Gómez-Adorno, Thamar Solorio
HyperLoader: Integrating Hypernetwork-Based LoRA and Adapter Layers into Multi-Task Transformers for Sequence Labelling. CoRR (2024)
Andric Valdez-Valenzuela, Helena Gómez-Adorno
Team iimasnlp at PAN: Leveraging Graph Neural Networks and Large Language Models for Generative AI Authorship Verification. CLEF (Working Notes) (2024)
Eric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno
Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data. MCPR (2024)
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)
William Alvarez-Giron, Jorge Tellezz-Torres, Javier Tovar-Cortes, Helena Gómez-Adorno
Team qIIMAS on Task 2 - Clustering. CLEF (Working Notes) (2024)
Andrea Sanchez-Urbina, Helena Gómez-Adorno, Gemma Bel-Enguix, Vianey Rodríguez-Figueroa, Angela Monge-Barrera
IimasGIL_NLP@EXIST2023: Unveiling Sexism on Twitter with Fine-tuned Transformers. CLEF (Working Notes) (2023)
Gianni X. Jacobo, Valeria Dehesa-Corona, Ariel D. Rojas-Reyes, Helena Gómez-Adorno
Authorship Verification Machine Learning Methods For Style Change Detection In Texts. CLEF (Working Notes) (2023)
Andric Valdez-Valenzuela, Jorge Alfonso Martinez Galicia, Helena Gómez-Adorno
Heterogeneous-Graph Convolutional Network for Authorship Verification. CLEF (Working Notes) (2023)
Fátima Belén Paiva Pavón, María Cristina Orué Gil, José Luis Vázquez Noguera, Helena Gómez-Adorno, Valentín Calzada-Ledesma
RGB pixel n-grams: A texture descriptor. Signal Process. Image Commun. 118 (2023)
Victor Giovanni Morales Murillo, Helena Gómez-Adorno, David Pinto, Ilyan Alexey Cortés-Miranda, Pierre Delice
LKE-IIMAS team at Rest-Mex 2023: Sentiment Analysis on Mexican Tourism Reviews using Transformer-Based Domain Adaptation. IberLEF@SEPLN (2023)
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 (2023)
Zayra Villegas-Trejo, Helena Gómez-Adorno, Sergio-Luis Ojeda-Trueba
Exploring Text Representations for Detecting Automatically Generated Text. IberLEF@SEPLN (2023)
Jorge Reyes-Magaña, Gerardo Sierra, Gemma Bel-Enguix, Helena Gómez-Adorno
LexAN: Lexical Association Networks. Computación y Sistemas (CyS) 27 (4) (2023)
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) (2022)
Jorge Alfonso Martinez Galicia, Daniel Embarcadero Ruiz, Alejandro Ríos Orduña, Helena Gómez-Adorno
Graph-Based Siamese Network for Authorship Verification. CLEF (Working Notes) (2022)
Germán Ortiz, Gemma Bel Enguix, Helena Gómez-Adorno, Iqra Ameer, Grigori Sidorov
Job Offers Classifier using Neural Networks and Oversampling Methods. CoRR (2022)
Iqra Ameer, Grigori Sidorov, Helena Gómez-Adorno, Rao Muhammad Adeel Nawab
Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods. IEEE Access 10 (2022)
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 (2022)
Gemma Bel Enguix, Helena Gómez-Adorno, Karla Mendoza, Grigori Sidorov, Juan Vásquez
La #felicidad en Twitter: ¿qué representa realmente? Linguamática 14 (1) (2022)
Stephanie Vázquez González, María Josefa Somodevilla García, Rosalva Loreto López, Helena Gómez-Adorno
Creating a corpus of historical documents for emotions identification. J. Intell. Fuzzy Syst. 42 (5) (2022)
Eric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno
CESAMMO: Categorical Encoding by Statistical Applied Multivariable Modeling. MICAI (1) (2022)
Iqra Ameer, Muhammad Arif, Grigori Sidorov, Helena Gómez-Adorno, Alexander F. Gelbukh
Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning. CoRR (2022)
Javier Reyes-Aguillón, Rodrigo del Moral, Orlando Ramos Flores, Helena Gómez-Adorno, Gemma Bel-Enguix
Clinical Named Entity Recognition and Linking using BERT in Combination with Spanish Medical Embeddings. CLEF (Working Notes) (2022)
Melesio Crespo-Sanchez, Helena Gómez-Adorno, Ivan López-Arévalo, Edwin Aldana-Bobadilla, Karla Salas-Jimenez, Jorge Cortes-Lopez
A content spectral-based analysis for authorship verification. CLEF (Working Notes) (2022)
Rodrigo del Moral, Javier Reyes-Aguillón, Orlando Ramos Flores, Helena Gómez-Adorno, Gemma Bel-Enguix
Species Mention Entity Recognition, Linking and Classification Using RoBERTa in Combination with Spanish Medical Embeddings. IberLEF@SEPLN (2022)
Claudia Porto Capetillo, Diego Lecuona-Gómez, Helena Gómez-Adorno, Ignacio Arroyo-Fernández, Jair Neri-Chávez
HBDCI at CheckThat!-2022: Fake News Detection Using a Combination of stylometric Features and Deep Learning. CLEF (Working Notes) (2022)
Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Gemma Bel Enguix, Claudia Porto Capetillo
Overview of FakeDeS at IberLEF 2021: Fake News Detection in Spanish Shared Task. Proces. del Leng. Natural 67 (2021)
Eric Valdez-Valenzuela, Angel Kuri-Morales, Helena Gómez-Adorno
Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic Data. MICAI (1) (2021)
Iqra Ameer, Claudia Porto Capetillo, Helena Gómez-Adorno, Grigori Sidorov
Automatic Fake News Detection in Urdu Language using Transformers. FIRE (Working Notes) (2021)
Juan Vásquez, Helena Gómez-Adorno, Gemma Bel-Enguix
Bert-based Approach for Sentiment Analysis of Spanish Reviews from TripAdvisor. IberLEF@SEPLN (2021)
Daniel Embarcadero-Ruiz, Helena Gómez-Adorno, Ivan Reyes-Hernández, Alexis García, Alberto Embarcadero-Ruiz
Graph-based Siamese Network for Authorship Verification. CLEF (Working Notes) (2021)
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 (2021)
Sandra L. Ramirez-Mora, Hanna Oktaba, Helena Gómez-Adorno
Descriptions of issues and comments for predicting issue success in software projects. J. Syst. Softw. 168 (2020)
Aquilino Francisco Sotelo, Helena Gómez-Adorno, Oscar A. Esquivel-Flores, Gemma Bel-Enguix
Gender Identification in Social Media Using Transfer Learning. MCPR (2020)
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
Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish. IberLEF@SEPLN (2020)
Helena Gómez-Adorno, Gemma Bel-Enguix, Jorge Reyes-Magaña, Benjamín Moreno, Ramón Casillas, Daniel Vargas
MineriaUNAM at SemEval-2020 Task 3: Predicting Contextual WordSimilarity Using a Centroid Based Approach and Word Embeddings. SemEval@COLING (2020)
Sandra L. Ramirez-Mora, Hanna Oktaba, Helena Gómez-Adorno
Descriptions of issues and comments for predicting issue success in software projects. CoRR (2020)
Maaz Amjad, Grigori Sidorov, Alisa Zhila, Helena Gómez-Adorno, Ilia Voronkov, Alexander F. Gelbukh
"Bend the truth": Benchmark dataset for fake news detection in Urdu language and its evaluation. J. Intell. Fuzzy Syst. 39 (2) (2020)
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)
Emir Araujo-Pino, Helena Gómez-Adorno, Gibran Fuentes Pineda
Siamese Network applied to Authorship Verification. CLEF (Working Notes) (2020)
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)
Daniel Yacob Espinosa, Helena Gómez-Adorno, Grigori Sidorov
Profiling Fake News Spreaders using Character and Words N-grams. CLEF (Working Notes) (2020)
Iqra Ameer, Noman Ashraf, Grigori Sidorov, Helena Gómez-Adorno
Multi-label Emotion Classification using Content-Based Features in Twitter. Computación y Sistemas 24 (3) (2020)
Helena Gómez-Adorno, Jorge Reyes-Magaña, Gemma Bel-Enguix, Gerardo Sierra
Spanish Word Embeddings Learned on Word Association Norms. AMW (2019)
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)
Cynthia Montaño, Gerardo Eugenio Sierra Martínez, Gemma Bel-Enguix, Helena Gómez-Adorno
A Parallel Corpus Mixtec-Spanish. WNLP@ACL (2019)
Daniel Yacob Espinosa, Helena Gómez-Adorno, Grigori Sidorov
Bots and Gender Profiling using Character Bigrams. CLEF (Working Notes) (2019)
Luis Enrique Argota Vega, Jorge Carlos Reyes-Magaña, Helena Gómez-Adorno, Gemma Bel-Enguix
MineriaUNAM at SemEval-2019 Task 5: Detecting Hate Speech in Twitter using Multiple Features in a Combinatorial Framework. SemEval@NAACL-HLT (2019)
Helena Gómez-Adorno, Roddy Fuentes-Alba, Ilia Markov, Grigori Sidorov, Alexander F. Gelbukh
A convolutional neural network approach for gender and language variety identification. J. Intell. Fuzzy Syst. 36 (5) (2019)
Alex I. Valencia-Valencia, Helena Gómez-Adorno, Christopher Stephens Rhodes, Gibran Fuentes Pineda
Bots and Gender Identification Based on Stylometry of Tweet Minimal Structure and n-grams Model. CLEF (Working Notes) (2019)
Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Jesús Jaime Moreno Escobar
Detection of fake news in a new corpus for the Spanish language. J. Intell. Fuzzy Syst. 36 (5) (2019)
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) (2019)
Gemma Bel-Enguix, Helena Gómez-Adorno, Jorge Reyes-Magaña, Gerardo Sierra
Wan2vec: Embeddings learned on word association norms. Semantic Web 10 (6) (2019)
Ilia Markov, Helena Gómez-Adorno, Mónica Jasso Rosales, Grigori Sidorov
CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation. IberEval@SEPLN (2018)
Francisco Viveros Jiménez, Miguel A. Sánchez-Pérez, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh
Improving the Boilerpipe Algorithm for Boilerplate Removal in News Articles Using HTML Tree Structure. Computación y Sistemas 22 (2) (2018)
Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, David Pinto
Document embeddings learned on various types of n-grams for cross-topic authorship attribution. Computing 100 (7) (2018)
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)
Miguel A. Sanchez-Perez, Alexander F. Gelbukh, Grigori Sidorov, Helena Gómez-Adorno
Plagiarism Detection with Genetic-Based Parameter Tuning. Int. J. Pattern Recognit. Artif. Intell. 32 (1) (2018)
Carolina Martín-Del-Campo-Rodríguez, Helena Gómez-Adorno, Grigori Sidorov, Ildar Z. Batyrshin
CIC-GIL Approach to Cross-domain Authorship Attribution: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
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) (2018)
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)
Miguel A. Sanchez-Perez, Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov
Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus. CLEF (2017)
Helena Gómez-Adorno, Carolina Martín-Del-Campo-Rodríguez, Grigori Sidorov, Yuridiana Alemán, Darnes Vilariño, David Pinto
Hierarchical Clustering Analysis: The Best-Performing Approach at PAN 2017 Author Clustering Task. CLEF (2017)
Helena Gómez-Adorno, Ilia Markov, Jorge Baptista, Grigori Sidorov, David Pinto
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words. VarDial (2017)
Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Ildar Z. Batyrshin, David Pinto, Liliana Chanona-Hernández
Application of the distributed document representation in the authorship attribution task for small corpora. Soft Comput. 21 (3) (2017)
Helena Gómez-Adorno, Yuridiana Alemán, Darnes Vilariño Ayala, Miguel A. Sanchez-Perez, David Pinto, Grigori Sidorov
Author Clustering using Hierarchical Clustering Analysis. CLEF (Working Notes) (2017)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov
Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. CLEF (Working Notes) (2017)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh
The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. FIRE (Working Notes) (2017)
Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Carolina Fócil Arias
Compilación de un lexicón de redes sociales para la identificación de perfiles de autor. Res. Comput. Sci. 115 (2016)
Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Darnes Vilariño, Alexander F. Gelbukh
Automatic Authorship Detection Using Textual Patterns Extracted from Integrated Syntactic Graphs. Sensors 16 (9) (2016)
Ilia Markov, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh
Author Profiling with Doc2vec Neural Network-Based Document Embeddings. MICAI (2) (2016)
Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh
Adapting Cross-Genre Author Profiling to Language and Corpus. CLEF (Working Notes) (2016)
Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Miguel A. Sanchez-Perez, Liliana Chanona-Hernández
Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts. Comput. Intell. Neurosci. 2016 (2016)
Helena Gómez-Adorno, Darnes Vilariño, Grigori Sidorov, David Pinto Avendaño
CICBUAPnlp at SemEval-2016 Task 4-A: Discovering Twitter Polarity using Enhanced Embeddings. SemEval@NAACL-HLT (2016)
Helena Gómez-Adorno, Darnes Vilariño, David Pinto, Grigori Sidorov
CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task. SemEval@NAACL-HLT (2015)
Grigori Sidorov, Helena Gómez-Adorno, Ilia Markov, David Pinto, Nahun Loya
Computing text similarity using Tree Edit Distance. NAFIPS/WConSC (2015)
Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh, Obdulia Pichardo-Lagunas
Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015. CLEF (Working Notes) (2015)
Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Ilia Markov
A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015. CLEF (Working Notes) (2015)
Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Darnes Vilariño
Automatic Linguistic Pattern Identification Based on Graph Text Representation. Res. Comput. Sci. 71 (2014)
Helena Gómez-Adorno, David Pinto, Manuel Montes-y-Gómez, Grigori Sidorov, Rodrigo Alfaro
Content and Style Features for Automatic Detection of Users' Intentions in Tweets. IBERAMIA (2014)
David Pinto, Helena Gómez-Adorno, Darnes Vilariño Ayala, Vivek Kumar Singh
A graph-based multi-level linguistic representation for document understanding. Pattern Recognit. Lett. 41 (2014)
Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Alexander F. Gelbukh
Graph Based Approach for the Question Answering Task Based on Entrance Exams. CLEF (Working Notes) (2014)
Grigori Sidorov, Alexander F. Gelbukh, Helena Gómez-Adorno, David Pinto
Soft Similarity and Soft Cosine Measure: Similarity of Features in Vector Space Model. Computación y Sistemas 18 (3) (2014)
Helena Gómez-Adorno, David Pinto, Darnes Vilariño Ayala
A Question Answering System for Reading Comprehension Tests. MCPR (2013)
Helena Gómez-Adorno, David Pinto, Darnes Vilariño Ayala
Two Approaches for QA4MRE: Information Retrieval and Graph-based Knowledge Representation. CLEF (Working Notes) (2013)
Helena Gómez-Adorno, David Pinto, Darnes Vilariño Ayala
Semantic Answer Validation in Question Answering Systems for Reading Comprehension Tests. AMW (2013)
Darnes Vilariño, David Pinto, Saúl León, Yuridiana Alemán, Helena Gómez-Adorno
BUAP: N-gram based Feature Evaluation for the Cross-Lingual Textual Entailment Task. SemEval@NAACL-HLT (2013)
Darnes Vilariño Ayala, David Pinto, Helena Gómez-Adorno, Saúl León, Esteban Castillo
Lexical-Syntactic and Graph-Based Features for Authorship Verification Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
David Pinto, Darnes Vilariño Ayala, Yuridiana Alemán, Helena Gómez-Adorno, Nahun Loya, Héctor Jiménez-Salazar
The Soundex Phonetic Algorithm Revisited for SMS Text Representation. TSD (2012)
Nahun Loya, Iván Olmos Pineda, David Pinto, Helena Gómez-Adorno, Yuridiana Alemán
Forecast of Air Quality Based on Ozone by Decision Trees and Neural Networks. MICAI (1) (2012)