Adrián Pastor López-Monroy

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 65

Top Topics

Text Classification

Feature Representations

Top Venues

CLEF (Working Notes)

Proces. del Leng. Natural

Publications

Emilio Villa-Cueva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. NAACL-HLT (2024)
Emilio Villa-Cueva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. CoRR (2024)
Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. CoRR (2024)
Kapioma Villarreal Haro, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
Stacked Reflective Reasoning in Large Neural Language Models. CLEF (Working Notes) (2024)
Judith Tavarez-Rodríguez, Fernando Sánchez-Vega, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
Better Together: LLM and Neural Classification Transformers to Detect Sexism. CLEF (Working Notes) (2024)
Emilio Villa-Cueva, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling. SemEval@ACL (2023)
Franklin Echeverría-Barú, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models. IberLEF@SEPLN (2023)
Lisette Guadalupe Castorena-Salas, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach. IberLEF@SEPLN (2023)
Aarón H. Narváez, Luis Carlos González-Gurrola, Johan Wahlström, Adrián Pastor López-Monroy, Fernando Martínez-Reyes
A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics. IEEE Access 11 (2023)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression. IEEE Trans. Affect. Comput. 14 (1) (2023)
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
Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts. Proces. del Leng. Natural 71 (2023)
Emilio Villa-Cueva, Jorge Miguel Valles-Silva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Jesus Roberto López-Santillán
Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models. CLEF (Working Notes) (2023)
Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
Enhancing Multi-modal Classification of Violent Events using Image Captioning. IberLEF@SEPLN (2023)
María de Jesús García-Santiago, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
Improving Transformer by Instance Packaging for Mental Illnesses Identification. IberLEF@SEPLN (2023)
Alfredo Arturo Elías Miranda, Daniel Vallejo Aldana, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Alejandro Rosales-Pérez, Victor Muñiz-Sanchez
Curriculum learning and evolutionary optimization into deep learning for text classification. Neural Comput. Appl. 35 (28) (2023)
Roberto López-Santillán, Luis C. González, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy
When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch. Neural Comput. Appl. 35 (13) (2023)
Jesús Miguel García Gorrostieta, Aurelio López-López, Samuel González López, Adrián Pastor López-Monroy
Improved argumentative paragraphs detection in academic theses supported with unit segmentation. J. Intell. Fuzzy Syst. 42 (5) (2022)
Emilio Villa-Cueva, Ivan González-Franco, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling. IberLEF@SEPLN (2022)
Miguel Ángel Álvarez Carmona, Ramón Aranda, Rafael Guerrero-Rodriguez, Ansel Y. Rodríguez González, Adrián Pastor López-Monroy
A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One. Computación y Sistemas 26 (2) (2022)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation. Neural Comput. Appl. 34 (22) (2022)
Emilio Villa-Cueva, Fernando Sánchez-Vega, Adrián Pastor López-Monroy
Bi-Ensembles of Transformer for Online Bilingual Sexism Detection. IberLEF@SEPLN (2022)
L. Fernando Pardo-Sixtos, Adrián Pastor López-Monroy, Mahsa Shafaei, Thamar Solorio
Hierarchical attention and transformers for automatic movie rating. Expert Syst. Appl. 209 (2022)
Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
Leveraging Events Sub-Categories for Violent-Events Detection in Social Media. IberLEF@SEPLN (2022)
Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy
AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts. IberLEF@SEPLN (2022)
Cipriano Callejas-Hernández, Erika Rivadeneira-Pérez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022. IberLEF@SEPLN (2022)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs. Proces. del Leng. Natural 69 (2022)
Fernando Sánchez-Vega, Adrián Pastor López-Monroy
BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection. IberLEF@SEPLN (2021)
Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga
) recognition from camera traps based on learned features. Ecol. Informatics 64 (2021)
Adrián Pastor López-Monroy, Daniel Vallejo Aldana, Alfredo Arturo Elías Miranda, Juan Manuel García Carmona, Humberto Pérez Espinosa
Deep Learning for Language and Vision tasks in Surveillance Applications. Computación y Sistemas 25 (2) (2021)
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
Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism. Proces. del Leng. Natural 67 (2021)
Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy
Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media. IberLEF@SEPLN (2021)
Samuel González López, Steven Bethard, Francisca Cecilia Encinas Orozco, Adrián Pastor López-Monroy
Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model. Proces. del Leng. Natural 66 (2021)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez
INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words. CLEF (Working Notes) (2020)
Niloofar Safi Samghabadi, Adrián Pastor López-Monroy, Thamar Solorio
Detecting Early Signs of Cyberbullying in Social Media. TRAC@LREC (2020)
Mario Guzman-Silverio, Ángel Balderas-Paredes, Adrián Pastor López-Monroy
Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish. IberLEF@SEPLN (2020)
María Guadalupe Garrido-Espinosa, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy
GRU with Author Profiling Information to Detect Aggressiveness. IberLEF@SEPLN (2020)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
Attention to Emotions: Detecting Mental Disorders in Social Media. TDS (2020)
Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio
Early author profiling on Twitter using profile features with multi-resolution. Expert Syst. Appl. 140 (2020)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
Detecting Depression in Social Media using Fine-Grained Emotions. NAACL-HLT (1) (2019)
Mahsa Shafaei, Adrián Pastor López-Monroy, Thamar Solorio
Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies. FLAIRS Conference (2019)
Hairo Ulises Miranda-Belmonte, Adrián Pastor López-Monroy
Early Fusion of Traditional and Deep Features for Irony Detection in Twitter. IberLEF@SEPLN (2019)
Gustavo Aguilar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio
A Multi-task Approach for Named Entity Recognition in Social Media Data. CoRR (2019)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
Novel Distributional Visual-Feature Representations for image classification. Multim. Tools Appl. 78 (9) (2019)
Gustavo Aguilar, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. CoRR (2019)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez
INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions. CLEF (Working Notes) (2019)
Sudipta Kar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio
MPST: A Corpus of Movie Plot Synopses with Tags. LREC (2018)
Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy, Anilu Franco-Arcega, Manuel Montes-y-Gómez
PEIMEX at eRisk2018: Emphasizing Personal Information for Depression and Anorexia Detection. CLEF (Working Notes) (2018)
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
A visual approach for age and gender identification on Twitter. J. Intell. Fuzzy Syst. 34 (5) (2018)
Gustavo Aguilar, Adrián Pastor López-Monroy, Fabio Augusto González Osorio, Thamar Solorio
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. NAACL-HLT (2018)
Amirreza Shirani, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio, Mohammad Amin Alipour
Evaluation of Type Inference with Textual Cues. AAAI Workshops (2018)
Sudipta Kar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio
MPST: A Corpus of Movie Plot Synopses with Tags. CoRR (2018)
Adrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio
Early Text Classification Using Multi-Resolution Concept Representations. NAACL-HLT (2018)
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
A visual approach for age and gender identification on Twitter. CoRR (2018)
Mario Ezra Aragón, Adrián Pastor López-Monroy
A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Mario Ezra Aragón, Adrián Pastor López-Monroy
Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018. IberEval@SEPLN (2018)
Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy, Anilu Franco-Arcega, Manuel Montes-y-Gómez
Emphasizing personal information for Author Profiling: New approaches for term selection and weighting. Knowl. Based Syst. 145 (2018)
Rosa María Ortega-Mendoza, Adrián Pastor López-Monroy
The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018. IberEval@SEPLN (2018)
Gustavo Aguilar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio
A Multi-task Approach for Named Entity Recognition in Social Media Data. NUT@EMNLP (2017)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Thamar Solorio
Social-Media Users can be profiled by their Similarity with other Users. CLEF (Working Notes) (2017)
Alan Alexis Farias-Anzaldua, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola
UACH-INAOE participation at eRisk2017. CLEF (Working Notes) (2017)
Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
Early detection of deception and aggressiveness using profile-based representations. Expert Syst. Appl. 89 (2017)
Rosa María Ortega-Mendoza, Anilu Franco-Arcega, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez
I, Me, Mine: The Role of Personal Phrases in Author Profiling. CLEF (2016)
Miguel Ángel Álvarez Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Iván Meza
Evaluating Topic-Based Representations for Author Profiling in Social Media. IBERAMIA (2016)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Angel Cruz-Roa, Fabio A. González
Improving the BoVW via discriminative visual n-grams and MKL strategies. Neurocomputing 175 (2016)
Luis Pellegrin, Adrián Pastor López-Monroy, Hugo Jair Escalante, Manuel Montes-y-Gómez
INAOE's participation at ImageCLEF 2016: Text Illustration Task. CLEF (Working Notes) (2016)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Efstathios Stamatatos
Discriminative subprofile-specific representations for author profiling in social media. Knowl. Based Syst. 89 (2015)
Miguel Ángel Álvarez Carmona, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Hugo Jair Escalante
INAOE's Participation at PAN'15: Author Profiling task. CLEF (Working Notes) (2015)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González
Image Classification through Text Mining techniques: a Proposal. Res. Comput. Sci. 71 (2014)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda
Using Intra-Profile Information for Author Profiling. CLEF (Working Notes) (2014)
Hugo Jair Escalante, Mauricio Sotomayor, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy
Object Recognition with Näive Bayes-NN via Prototype Generation. MCPR (2014)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Esaú Villatoro-Tello
INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
Esaú Villatoro-Tello, Carlos Rodríguez-Lucatero, Christian Sánchez-Sánchez, Adrián Pastor López-Monroy
UAMCLyR at RepLab 2013: Profiling Task. CLEF (Working Notes) (2013)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
A New Document Author Representation for Authorship Attribution. MCPR (2012)