Adrián Pastor López-Monroy

According to our database, Adrián Pastor López-Monroy authored at least 66 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Curriculum learning and evolutionary optimization into deep learning for text classification.

Alfredo Arturo Elías Miranda, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Victor Muñiz-Sanchez

Neural Comput. Appl., October, 2023

When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch.

Roberto López-Santillán, Luis C. González, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy

Neural Comput. Appl., May, 2023

Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

IEEE Trans. Affect. Comput., 2023

Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts.

Miguel Ángel Álvarez-Carmona, Ángel Díaz-Pacheco, Ramón Aranda, Ansel Yoan Rodríguez González, Victor Muñiz-Sánchez, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Lázaro Bustio-Martínez

Proces. del Leng. Natural, 2023

A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics.

Aarón H. Narváez, Luis Carlos González-Gurrola, Johan Wahlström, Adrián Pastor López-Monroy, Fernando Martínez-Reyes

IEEE Access, 2023

Improving Transformer by Instance Packaging for Mental Illnesses Identification.

María de Jesús García-Santiago, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models.

Franklin Echeverría-Barú, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach.

Lisette Guadalupe Castorena-Salas, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Enhancing Multi-modal Classification of Violent Events using Image Captioning.

Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling.

Emilio Villa-Cueva, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models.

Emilio Villa-Cueva, Jorge Miguel Valles-Silva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Jesus Roberto López-Santillán

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Dynamic Regularization in UDA for Transformers in Multimodal Classification.

Ivonne Monter-Aldana, Adrián Pastor López-Monroy, Fernando Sánchez-Vega

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Gonzalez, David E. Losada, Manuel Montes

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

Proces. del Leng. Natural, 2022

Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

Neural Comput. Appl., 2022

Improved argumentative paragraphs detection in academic theses supported with unit segmentation.

Jesús Miguel García Gorrostieta, Aurelio López-López, Samuel González López, Adrián Pastor López-Monroy

J. Intell. Fuzzy Syst., 2022

Hierarchical attention and transformers for automatic movie rating.

L. Fernando Pardo-Sixtos, Adrián Pastor López-Monroy, Mahsa Shafaei, Thamar Solorio

Expert Syst. Appl., 2022

A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One.

Miguel Ángel Álvarez-Carmona, Ramón Aranda, Rafael Guerrero-Rodriguez, Ansel Y. Rodríguez González, Adrián Pastor López-Monroy

Computación y Sistemas, 2022

Bi-Ensembles of Transformer for Online Bilingual Sexism Detection.

Emilio Villa-Cueva, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling.

Emilio Villa-Cueva, Ivan González-Franco, Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts.

Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022.

Cipriano Callejas-Hernández, Erika Rivadeneira-Pérez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Esaú Villatoro-Tello

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Leveraging Events Sub-Categories for Violent-Events Detection in Social Media.

Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

2021

Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model.

Samuel González López, Steven Bethard, Francisca Cecilia Encinas Orozco, Adrián Pastor López-Monroy

Proces. del Leng. Natural, 2021

Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism.

Miguel Ángel Álvarez-Carmona, Ramón Aranda, Samuel Arce-Cardenas, Daniel Fajardo-Delgado, Rafael Guerrero-Rodriguez, Adrián Pastor López-Monroy, Juan Martínez-Miranda, Humberto Pérez Espinosa, Ansel Y. Rodríguez González

Proces. del Leng. Natural, 2021

Desert bighorn sheep (<i>Ovis canadensis</i>) recognition from camera traps based on learned features.

Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga

Ecol. Informatics, 2021

Deep Learning for Language and Vision tasks in Surveillance Applications.

Adrián Pastor López-Monroy, Daniel Vallejo Aldana, Alfredo Arturo Elías Miranda, Juan Manuel García Carmona, Humberto Pérez Espinosa

Computación y Sistemas, 2021

BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection.

Fernando Sánchez-Vega, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media.

Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

2020

Early author profiling on Twitter using profile features with multi-resolution.

Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio

Expert Syst. Appl., 2020

Attention to Emotions: Detecting Mental Disorders in Social Media.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

Proceedings of the Text, Speech, and Dialogue, 2020

Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish.

Mario Guzman-Silverio, Ángel Balderas-Paredes, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

GRU with Author Profiling Information to Detect Aggressiveness.

María Guadalupe Garrido-Espinosa, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez

Proceedings of the Working Notes of CLEF 2020, 2020

Detecting Early Signs of Cyberbullying in Social Media.

Niloofar Safi Samghabadi, Adrián Pastor López-Monroy, Thamar Solorio

Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

2019

Novel Distributional Visual-Feature Representations for image classification.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González

Multim. Tools Appl., 2019

Early Fusion of Traditional and Deep Features for Irony Detection in Twitter.

Hairo Ulises Miranda-Belmonte, Adrián Pastor López-Monroy

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Detecting Depression in Social Media using Fine-Grained Emotions.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies.

Mahsa Shafaei, Adrián Pastor López-Monroy, Thamar Solorio

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions.

Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Emphasizing personal information for Author Profiling: New approaches for term selection and weighting.

Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy, Anilu Franco-Arcega, Manuel Montes-y-Gómez

Knowl. Based Syst., 2018

A visual approach for age and gender identification on Twitter.

Miguel Ángel Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello

J. Intell. Fuzzy Syst., 2018

The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018.

Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018.

Mario Ezra Aragón, Adrián Pastor López-Monroy

Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Early Text Classification Using Multi-Resolution Concept Representations.

Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media.

Gustavo Aguilar, Adrián Pastor López-Monroy, Fabio Augusto González Osorio, Thamar Solorio

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

MPST: A Corpus of Movie Plot Synopses with Tags.

Sudipta Kar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

PEIMEX at eRisk2018: Emphasizing Personal Information for Depression and Anorexia Detection.

Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy, Anilu Franco-Arcega, Manuel Montes-y-Gómez

Proceedings of the Working Notes of CLEF 2018, 2018

A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018.

Mario Ezra Aragón, Adrián Pastor López-Monroy

Proceedings of the Working Notes of CLEF 2018, 2018

Evaluation of Type Inference with Textual Cues.

Amirreza Shirani, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio, Mohammad Amin Alipour

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Early detection of deception and aggressiveness using profile-based representations.

Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda

Expert Syst. Appl., 2017

Social-Media Users can be profiled by their Similarity with other Users.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Thamar Solorio

Proceedings of the Working Notes of CLEF 2017, 2017

UACH-INAOE participation at eRisk2017.

Alan Alexis Farias-Anzaldua, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola

Proceedings of the Working Notes of CLEF 2017, 2017

A Multi-task Approach for Named Entity Recognition in Social Media Data.

Gustavo Aguilar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

Improving the BoVW via discriminative visual n-grams and MKL strategies.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Angel Cruz-Roa, Fabio A. González

Neurocomputing, 2016

Evaluating Topic-Based Representations for Author Profiling in Social Media.

Miguel Ángel Álvarez-Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Iván Meza

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

INAOE's participation at ImageCLEF 2016: Text Illustration Task.

Luis Pellegrin, Adrián Pastor López-Monroy, Hugo Jair Escalante, Manuel Montes-y-Gómez

Proceedings of the Working Notes of CLEF 2016, 2016

I, Me, Mine: The Role of Personal Phrases in Author Profiling.

Rosa María Ortega-Mendoza, Anilu Franco-Arcega, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015

Discriminative subprofile-specific representations for author profiling in social media.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Efstathios Stamatatos

Knowl. Based Syst., 2015

INAOE's Participation at PAN'15: Author Profiling task.

Miguel Ángel Álvarez-Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Hugo Jair Escalante

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Image Classification through Text Mining techniques: a Proposal.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González

Res. Comput. Sci., 2014

Object Recognition with Näive Bayes-NN via Prototype Generation.

Hugo Jair Escalante, Mauricio Sotomayor, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy

Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Using Intra-Profile Information for Author Profiling.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

UAMCLyR at RepLab 2013: Profiling Task.

Esaú Villatoro-Tello, Carlos Rodríguez-Lucatero, Christian Sánchez-Sánchez, Adrián Pastor López-Monroy

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Esaú Villatoro-Tello

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

A New Document Author Representation for Authorship Attribution.

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad

Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012