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2020 – today
- 2025
[j23]Diego Aarón Moreno-Galván
, Roberto López-Santillán, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer. Inf. Fusion 113: 102641 (2025)- 2024
- [c48]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. ClinicalNLP@NAACL 2024: 82-90 - [c47]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: 1260-1273 - [c46]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: 1297-1311 - [c45]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: 8317-8335 - [i6]Emilio Villa-Cueva, Adrián Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio:
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. CoRR abs/2404.02452 (2024) - [i5]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 abs/2404.14463 (2024) - 2023
- [j22]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: 93574-93586 (2023) - [j21]Roberto López-Santillán, Luis Carlos González-Gurrola, 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): 9607-9626 (2023) - [j20]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): 21129-21164 (2023) - [j19]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: 425-436 (2023) - [j18]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): 211-222 (2023) - [c44]Ivonne Monter-Aldana, Adrián Pastor López-Monroy, Fernando Sánchez-Vega:
Dynamic Regularization in UDA for Transformers in Multimodal Classification. ACL (1) 2023: 8700-8711 - [c43]Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Gonzalez, David E. Losada, Manuel Montes:
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media. ACL (1) 2023: 15305-15318 - [c42]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: 2803-2816 - [c41]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: 693-699 - [c40]Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello:
Enhancing Multi-modal Classification of Violent Events using Image Captioning. IberLEF@SEPLN 2023 - [c39]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 - [c38]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 - [c37]María de Jesús García-Santiago, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Improving Transformer by Instance Packaging for Mental Illnesses Identification. IberLEF@SEPLN 2023 - 2022
- [j17]Miguel Ángel Álvarez-Carmona, Ramón Aranda, Rafael Guerrero-Rodríguez, 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) - [j16]L. Fernando Pardo-Sixtos, Adrián Pastor López-Monroy, Mahsa Shafaei, Thamar Solorio:
Hierarchical attention and transformers for automatic movie rating. Expert Syst. Appl. 209: 118164 (2022) - [j15]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): 4481-4491 (2022) - [j14]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): 20149-20164 (2022) - [j13]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: 27-38 (2022) - [c36]Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello:
Leveraging Events Sub-Categories for Violent-Events Detection in Social Media. IberLEF@SEPLN 2022 - [c35]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 - [c34]Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy:
AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts. IberLEF@SEPLN 2022 - [c33]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 - [c32]Emilio Villa-Cueva, Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
Bi-Ensembles of Transformer for Online Bilingual Sexism Detection. IberLEF@SEPLN 2022 - 2021
- [j12]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) - [j11]Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, Adrián Pastor López-Monroy, Hugo Jair Escalante, José Ángel González-Fraga:
Desert bighorn sheep (Ovis canadensis) recognition from camera traps based on learned features. Ecol. Informatics 64: 101328 (2021) - [j10]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: 111-120 (2021) - [j9]Miguel Ángel Álvarez-Carmona, Ramón Aranda, Samuel Arce-Cardenas, Daniel Fajardo-Delgado, Rafael Guerrero-Rodríguez, 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: 163-172 (2021) - [c31]Victor Gómez-Espinosa, Victor Muñiz-Sanchez, Adrián Pastor López-Monroy:
Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media. IberLEF@SEPLN 2021: 251-258 - [c30]Fernando Sánchez-Vega, Adrián Pastor López-Monroy:
BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection. IberLEF@SEPLN 2021: 259-269 - 2020
- [j8]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) - [c29]Niloofar Safi Samghabadi, Adrián Pastor López-Monroy, Thamar Solorio:
Detecting Early Signs of Cyberbullying in Social Media. TRAC@LREC 2020: 144-149 - [c28]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 - [c27]María Guadalupe Garrido-Espinosa, Alejandro Rosales-Pérez, Adrián Pastor López-Monroy:
GRU with Author Profiling Information to Detect Aggressiveness. IberLEF@SEPLN 2020: 246-251 - [c26]Mario Guzman-Silverio, Ángel Balderas-Paredes, Adrián Pastor López-Monroy:
Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish. IberLEF@SEPLN 2020: 293-302 - [c25]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: 231-239
2010 – 2019
- 2019
- [j7]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): 11313-11336 (2019) - [c24]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 - [c23]Mahsa Shafaei, Adrián Pastor López-Monroy, Thamar Solorio:
Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies. FLAIRS 2019: 215-220 - [c22]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: 1481-1486 - [c21]Hairo Ulises Miranda-Belmonte, Adrián Pastor López-Monroy:
Early Fusion of Traditional and Deep Features for Irony Detection in Twitter. IberLEF@SEPLN 2019: 272-277 - [i4]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 abs/1906.04129 (2019) - [i3]Gustavo Aguilar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio:
A Multi-task Approach for Named Entity Recognition in Social Media Data. CoRR abs/1906.04135 (2019) - 2018
- [j6]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): 3133-3145 (2018) - [j5]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: 169-181 (2018) - [c20]Amirreza Shirani, Adrián Pastor López-Monroy, Fabio A. González, Thamar Solorio, Mohammad Amin Alipour:
Evaluation of Type Inference with Textual Cues. AAAI Workshops 2018: 783-786 - [c19]Mario Ezra Aragón, Adrián Pastor López-Monroy:
A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018. CLEF (Working Notes) 2018 - [c18]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 - [c17]Sudipta Kar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio:
MPST: A Corpus of Movie Plot Synopses with Tags. LREC 2018 - [c16]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: 1216-1225 - [c15]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: 1401-1412 - [c14]Mario Ezra Aragón, Adrián Pastor López-Monroy:
Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018. IberEval@SEPLN 2018: 134-139 - [c13]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: 140-148 - [i2]Sudipta Kar, Suraj Maharjan, Adrián Pastor López-Monroy, Thamar Solorio:
MPST: A Corpus of Movie Plot Synopses with Tags. CoRR abs/1802.07858 (2018) - [i1]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 abs/1805.11166 (2018) - 2017
- [j4]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: 99-111 (2017) - [c12]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: 148-153 - [c11]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 - [c10]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 - 2016
- [j3]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: 768-781 (2016) - [c9]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: 110-122 - [c8]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: 356-362 - [c7]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: 151-162 - 2015
- [j2]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: 134-147 (2015) - [c6]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 - 2014
- [j1]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: 63-72 (2014) - [c5]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: 1116-1120 - [c4]Hugo Jair Escalante, Mauricio Sotomayor, Manuel Montes-y-Gómez, Adrián Pastor López-Monroy:
Object Recognition with Näive Bayes-NN via Prototype Generation. MCPR 2014: 162-171 - 2013
- [c3]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 - [c2]Esaú Villatoro-Tello, Carlos Rodríguez-Lucatero, Christian Sánchez-Sánchez, Adrián Pastor López-Monroy:
UAMCLyR at RepLab 2013: Profiling Task. CLEF (Working Notes) 2013 - 2012
- [c1]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: 283-292
Coauthor Index
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