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  2025 (2)
Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer. Moreno-Galván, D. A.; López-Santillán, R.; González-Gurrola, L. C.; Montes-y-Gómez, M.; Sánchez-Vega, F.; and López-Monroy, A. P. Inf. Fusion, 113: 102641. 2025.
Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer [link]Paper   doi   link   bibtex  
Data augmentation and adversary attack on limit resources text classification. Sánchez-Vega, F.; López-Monroy, A. P.; Balderas-Paredes, A.; Pellegrin, L.; and Rosales-Pérez, A. Multim. Tools Appl., 84(3): 1317–1344. 2025.
Data augmentation and adversary attack on limit resources text classification [link]Paper   doi   link   bibtex  
  2024 (6)
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. Burdisso, S.; Reyes-Ramírez, E.; Villatoro-Tello, E.; Sánchez-Vega, F.; López-Monroy, A. P.; and Motlícek, P. In Naumann, T.; Abacha, A. B.; Bethard, S.; Roberts, K.; and Bitterman, D. S., editor(s), Proceedings of the 6th Clinical Natural Language Processing Workshop, ClinicalNLP@NAACL 2024, Mexico City, Mexico, June 21, 2024, pages 82–90, 2024. Association for Computational Linguistics
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews [link]Paper   doi   link   bibtex  
Better Together: LLM and Neural Classification Transformers to Detect Sexism. Tavarez-Rodríguez, J.; Sánchez-Vega, F.; Rosales-Pérez, A.; and López-Monroy, A. P. In Faggioli, G.; Ferro, N.; Galuscáková, P.; and de Herrera, A. G. S., editor(s), Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, volume 3740, of CEUR Workshop Proceedings, pages 1260–1273, 2024. CEUR-WS.org
Better Together: LLM and Neural Classification Transformers to Detect Sexism [pdf]Paper   link   bibtex  
Stacked Reflective Reasoning in Large Neural Language Models. Haro, K. V.; Sánchez-Vega, F.; Rosales-Pérez, A.; and López-Monroy, A. P. In Faggioli, G.; Ferro, N.; Galuscáková, P.; and de Herrera, A. G. S., editor(s), Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024, volume 3740, of CEUR Workshop Proceedings, pages 1297–1311, 2024. CEUR-WS.org
Stacked Reflective Reasoning in Large Neural Language Models [pdf]Paper   link   bibtex  
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. Villa-Cueva, E.; López-Monroy, A. P.; Sánchez-Vega, F.; and Solorio, T. In Duh, K.; Gómez-Adorno, H.; and Bethard, S., editor(s), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, pages 8317–8335, 2024. Association for Computational Linguistics
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations [link]Paper   doi   link   bibtex   2 downloads  
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations. Villa-Cueva, E.; López-Monroy, A. P.; Sánchez-Vega, F.; and Solorio, T. CoRR, abs/2404.02452. 2024.
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations [link]Paper   doi   link   bibtex   2 downloads  
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. Burdisso, S.; Reyes-Ramírez, E.; Villatoro-Tello, E.; Sánchez-Vega, F.; López-Monroy, A. P.; and Motlícek, P. CoRR, abs/2404.14463. 2024.
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews [link]Paper   doi   link   bibtex  
  2023 (13)
A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics. Narváez, A. H.; González-Gurrola, L. C.; Wahlström, J.; López-Monroy, A. P.; and Martínez-Reyes, F. IEEE Access, 11: 93574–93586. 2023.
A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics [link]Paper   doi   link   bibtex  
When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch. López-Santillán, R.; González-Gurrola, L. C.; Montes-y-Gómez, M.; and López-Monroy, A. P. Neural Comput. Appl., 35(13): 9607–9626. 2023.
When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch [link]Paper   doi   link   bibtex  
Curriculum learning and evolutionary optimization into deep learning for text classification. Miranda, A. A. E.; Aldana, D. V.; Sánchez-Vega, F.; López-Monroy, A. P.; Rosales-Pérez, A.; and Muñiz-Sanchez, V. Neural Comput. Appl., 35(28): 21129–21164. 2023.
Curriculum learning and evolutionary optimization into deep learning for text classification [link]Paper   doi   link   bibtex  
Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts. Álvarez-Carmona, M. Á.; Díaz-Pacheco, Á.; Aranda, R.; Rodríguez-González, A. Y.; Muñiz-Sánchez, V.; López-Monroy, A. P.; Sánchez-Vega, F.; and Bustio-Martínez, L. Proces. del Leng. Natural, 71: 425–436. 2023.
Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts [link]Paper   link   bibtex  
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression. Aragón, M. E.; López-Monroy, A. P.; González-Gurrola, L. C.; and Montes-y-Gómez, M. IEEE Trans. Affect. Comput., 14(1): 211–222. 2023.
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression [link]Paper   doi   link   bibtex  
Dynamic Regularization in UDA for Transformers in Multimodal Classification. Monter-Aldana, I.; López-Monroy, A. P.; and Sánchez-Vega, F. In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 8700–8711, 2023. Association for Computational Linguistics
Dynamic Regularization in UDA for Transformers in Multimodal Classification [link]Paper   doi   link   bibtex  
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media. Aragón, M. E.; López-Monroy, A. P.; Gonzalez, L.; Losada, D. E.; and Montes, M. In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 15305–15318, 2023. Association for Computational Linguistics
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media [link]Paper   doi   link   bibtex  
Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models. Villa-Cueva, E.; Valles-Silva, J. M.; López-Monroy, A. P.; Sánchez-Vega, F.; and López-Santillán, J. R. In Aliannejadi, M.; Faggioli, G.; Ferro, N.; and Vlachos, M., editor(s), Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023, volume 3497, of CEUR Workshop Proceedings, pages 2803–2816, 2023. CEUR-WS.org
Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models [pdf]Paper   link   bibtex  
Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling. Villa-Cueva, E.; Aldana, D. V.; Sánchez-Vega, F.; and López-Monroy, A. P. In Ojha, A. K.; Dogruöz, A. S.; Martino, G. D. S.; Madabushi, H. T.; Kumar, R.; and Sartori, E., editor(s), Proceedings of the The 17th International Workshop on Semantic Evaluation, SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023, pages 693–699, 2023. Association for Computational Linguistics
Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling [link]Paper   doi   link   bibtex  
Enhancing Multi-modal Classification of Violent Events using Image Captioning. Aldana, D. V.; López-Monroy, A. P.; and Villatoro-Tello, E. In Montes-y-Gómez, M.; Rangel, F.; Jiménez-Zafra, S. M.; Casavantes, M.; Altuna, B.; Álvarez-Carmona, M. Á.; Bel-Enguix, G.; Chiruzzo, L.; de la Iglesia, I.; Escalante, H. J.; Cumbreras, M. Á. G.; García-Díaz, J. A.; Barba, J. Á. G.; Tamayo, R. L.; Lima, S.; Moral, P.; del Arco, F. M. P.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023, volume 3496, of CEUR Workshop Proceedings, 2023. CEUR-WS.org
Enhancing Multi-modal Classification of Violent Events using Image Captioning [pdf]Paper   link   bibtex  
BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach. Castorena-Salas, L. G.; Sánchez-Vega, F.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Rangel, F.; Jiménez-Zafra, S. M.; Casavantes, M.; Altuna, B.; Álvarez-Carmona, M. Á.; Bel-Enguix, G.; Chiruzzo, L.; de la Iglesia, I.; Escalante, H. J.; Cumbreras, M. Á. G.; García-Díaz, J. A.; Barba, J. Á. G.; Tamayo, R. L.; Lima, S.; Moral, P.; del Arco, F. M. P.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023, volume 3496, of CEUR Workshop Proceedings, 2023. CEUR-WS.org
BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach [pdf]Paper   link   bibtex  
CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models. Echeverría-Barú, F.; Sánchez-Vega, F.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Rangel, F.; Jiménez-Zafra, S. M.; Casavantes, M.; Altuna, B.; Álvarez-Carmona, M. Á.; Bel-Enguix, G.; Chiruzzo, L.; de la Iglesia, I.; Escalante, H. J.; Cumbreras, M. Á. G.; García-Díaz, J. A.; Barba, J. Á. G.; Tamayo, R. L.; Lima, S.; Moral, P.; del Arco, F. M. P.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023, volume 3496, of CEUR Workshop Proceedings, 2023. CEUR-WS.org
CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models [pdf]Paper   link   bibtex  
Improving Transformer by Instance Packaging for Mental Illnesses Identification. de Jesús García-Santiago, M.; Sánchez-Vega, F.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Rangel, F.; Jiménez-Zafra, S. M.; Casavantes, M.; Altuna, B.; Álvarez-Carmona, M. Á.; Bel-Enguix, G.; Chiruzzo, L.; de la Iglesia, I.; Escalante, H. J.; Cumbreras, M. Á. G.; García-Díaz, J. A.; Barba, J. Á. G.; Tamayo, R. L.; Lima, S.; Moral, P.; del Arco, F. M. P.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 26, 2023, volume 3496, of CEUR Workshop Proceedings, 2023. CEUR-WS.org
Improving Transformer by Instance Packaging for Mental Illnesses Identification [pdf]Paper   link   bibtex  
  2022 (10)
A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One. Álvarez-Carmona, M. Á.; Aranda, R.; Guerrero-Rodríguez, R.; Rodríguez-González, A. Y.; and López-Monroy, A. P. Computación y Sistemas, 26(2). 2022.
A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One [link]Paper   link   bibtex  
Hierarchical attention and transformers for automatic movie rating. Pardo-Sixtos, L. F.; López-Monroy, A. P.; Shafaei, M.; and Solorio, T. Expert Syst. Appl., 209: 118164. 2022.
Hierarchical attention and transformers for automatic movie rating [link]Paper   doi   link   bibtex  
Improved argumentative paragraphs detection in academic theses supported with unit segmentation. Gorrostieta, J. M. G.; López-López, A.; López, S. G.; and López-Monroy, A. P. J. Intell. Fuzzy Syst., 42(5): 4481–4491. 2022.
Improved argumentative paragraphs detection in academic theses supported with unit segmentation [link]Paper   doi   link   bibtex  
Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation. Aragón, M. E.; López-Monroy, A. P.; González-Gurrola, L. C.; and Montes-y-Gómez, M. Neural Comput. Appl., 34(22): 20149–20164. 2022.
Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation [link]Paper   doi   link   bibtex  
Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs. Aragón, M. E.; López-Monroy, A. P.; González-Gurrola, L. C.; and Montes-y-Gómez, M. Proces. del Leng. Natural, 69: 27–38. 2022.
Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs [link]Paper   link   bibtex  
Leveraging Events Sub-Categories for Violent-Events Detection in Social Media. Aldana, D. V.; López-Monroy, A. P.; and Villatoro-Tello, E. In Montes-y-Gómez, M.; Gonzalo, J.; Rangel, F.; Casavantes, M.; Carmona, M. Á. Á.; Bel-Enguix, G.; Escalante, H. J.; de Freitas, L. A.; Miranda-Escalada, A.; Rodríguez-Sanchez, F. J.; Rosá, A.; Cabezudo, M. A. S.; Taulé, M.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022, volume 3202, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
Leveraging Events Sub-Categories for Violent-Events Detection in Social Media [pdf]Paper   link   bibtex  
The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022. Callejas-Hernández, C.; Rivadeneira-Pérez, E.; Sánchez-Vega, F.; López-Monroy, A. P.; and Villatoro-Tello, E. In Montes-y-Gómez, M.; Gonzalo, J.; Rangel, F.; Casavantes, M.; Carmona, M. Á. Á.; Bel-Enguix, G.; Escalante, H. J.; de Freitas, L. A.; Miranda-Escalada, A.; Rodríguez-Sanchez, F. J.; Rosá, A.; Cabezudo, M. A. S.; Taulé, M.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022, volume 3202, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022 [pdf]Paper   link   bibtex  
AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts. Gómez-Espinosa, V.; Muñiz-Sanchez, V.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Gonzalo, J.; Rangel, F.; Casavantes, M.; Carmona, M. Á. Á.; Bel-Enguix, G.; Escalante, H. J.; de Freitas, L. A.; Miranda-Escalada, A.; Rodríguez-Sanchez, F. J.; Rosá, A.; Cabezudo, M. A. S.; Taulé, M.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022, volume 3202, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts [pdf]Paper   link   bibtex  
NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling. Villa-Cueva, E.; González-Franco, I.; Sánchez-Vega, F.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Gonzalo, J.; Rangel, F.; Casavantes, M.; Carmona, M. Á. Á.; Bel-Enguix, G.; Escalante, H. J.; de Freitas, L. A.; Miranda-Escalada, A.; Rodríguez-Sanchez, F. J.; Rosá, A.; Cabezudo, M. A. S.; Taulé, M.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022, volume 3202, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling [pdf]Paper   link   bibtex  
Bi-Ensembles of Transformer for Online Bilingual Sexism Detection. Villa-Cueva, E.; Sánchez-Vega, F.; and López-Monroy, A. P. In Montes-y-Gómez, M.; Gonzalo, J.; Rangel, F.; Casavantes, M.; Carmona, M. Á. Á.; Bel-Enguix, G.; Escalante, H. J.; de Freitas, L. A.; Miranda-Escalada, A.; Rodríguez-Sanchez, F. J.; Rosá, A.; Cabezudo, M. A. S.; Taulé, M.; and Valencia-García, R., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 20, 2022, volume 3202, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
Bi-Ensembles of Transformer for Online Bilingual Sexism Detection [pdf]Paper   link   bibtex  
  2021 (6)
Deep Learning for Language and Vision tasks in Surveillance Applications. López-Monroy, A. P.; Aldana, D. V.; Miranda, A. A. E.; Carmona, J. M. G.; and Espinosa, H. P. Computación y Sistemas, 25(2). 2021.
Deep Learning for Language and Vision tasks in Surveillance Applications [link]Paper   doi   link   bibtex  
Desert bighorn sheep (\emphOvis canadensis) recognition from camera traps based on learned features. Vargas-Felipe, M.; Pellegrin, L.; Guevara-Carrizales, A. A.; López-Monroy, A. P.; Escalante, H. J.; and González-Fraga, J. Á. Ecol. Informatics, 64: 101328. 2021.
Desert bighorn sheep (\emphOvis canadensis) recognition from camera traps based on learned features [link]Paper   doi   link   bibtex  
Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model. López, S. G.; Bethard, S.; Orozco, F. C. E.; and López-Monroy, A. P. Proces. del Leng. Natural, 66: 111–120. 2021.
Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model [link]Paper   link   bibtex  
Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism. Álvarez-Carmona, M. Á.; Aranda, R.; Arce-Cardenas, S.; Fajardo-Delgado, D.; Guerrero-Rodríguez, R.; López-Monroy, A. P.; Martínez-Miranda, J.; Espinosa, H. P.; and Rodríguez-González, A. Y. Proces. del Leng. Natural, 67: 163–172. 2021.
Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism [link]Paper   link   bibtex  
Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media. Gómez-Espinosa, V.; Muñiz-Sanchez, V.; and López-Monroy, A. P. In Montes, M.; Rosso, P.; Gonzalo, J.; Aragón, M. E.; Agerri, R.; Álvarez-Carmona, M. Á.; Mellado, E. Á.; Carrillo-de-Albornoz, J.; Chiruzzo, L.; de Freitas, L. A.; Gómez-Adorno, H.; Gutiérrez, Y.; Jiménez-Zafra, S. M.; Lima, S.; del Arco, F. M. P.; and Taulé, M., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), XXXVII International Conference of the Spanish Society for Natural Language Processing., Málaga, Spain, September, 2021, volume 2943, of CEUR Workshop Proceedings, pages 251–258, 2021. CEUR-WS.org
Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media [pdf]Paper   link   bibtex  
BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection. Sánchez-Vega, F.; and López-Monroy, A. P. In Montes, M.; Rosso, P.; Gonzalo, J.; Aragón, M. E.; Agerri, R.; Álvarez-Carmona, M. Á.; Mellado, E. Á.; Carrillo-de-Albornoz, J.; Chiruzzo, L.; de Freitas, L. A.; Gómez-Adorno, H.; Gutiérrez, Y.; Jiménez-Zafra, S. M.; Lima, S.; del Arco, F. M. P.; and Taulé, M., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), XXXVII International Conference of the Spanish Society for Natural Language Processing., Málaga, Spain, September, 2021, volume 2943, of CEUR Workshop Proceedings, pages 259–269, 2021. CEUR-WS.org
BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection [pdf]Paper   link   bibtex  
  2020 (6)
Early author profiling on Twitter using profile features with multi-resolution. López-Monroy, A. P.; González, F. A.; and Solorio, T. Expert Syst. Appl., 140. 2020.
Early author profiling on Twitter using profile features with multi-resolution [link]Paper   doi   link   bibtex  
Detecting Early Signs of Cyberbullying in Social Media. Samghabadi, N. S.; López-Monroy, A. P.; and Solorio, T. In Kumar, R.; Ojha, A. K.; Lahiri, B.; Zampieri, M.; Malmasi, S.; Murdock, V.; and Kadar, D., editor(s), Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, TRAC@LREC 2020, Marseille, France, May 2020, pages 144–149, 2020. European Language Resources Association (ELRA)
Detecting Early Signs of Cyberbullying in Social Media [link]Paper   link   bibtex  
INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words. Aragón, M. E.; López-Monroy, A. P.; and Montes-y-Gómez, M. In Cappellato, L.; Eickhoff, C.; Ferro, N.; and Névéol, A., editor(s), Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020, volume 2696, of CEUR Workshop Proceedings, 2020. CEUR-WS.org
INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words [pdf]Paper   link   bibtex  
GRU with Author Profiling Information to Detect Aggressiveness. Garrido-Espinosa, M. G.; Rosales-Pérez, A.; and López-Monroy, A. P. In Cumbreras, M. Á. G.; Gonzalo, J.; Cámara, E. M.; Martínez-Unanue, R.; Rosso, P.; Jiménez-Zafra, S. M.; Zambrano, J. A. O.; Miranda, A.; Porta-Zamorano, J.; Gutiérrez, Y.; Rosá, A.; Montes-y-Gómez, M.; and Vega, M. G., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), Málaga, Spain, September 23th, 2020, volume 2664, of CEUR Workshop Proceedings, pages 246–251, 2020. CEUR-WS.org
GRU with Author Profiling Information to Detect Aggressiveness [pdf]Paper   link   bibtex  
Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish. Guzman-Silverio, M.; Balderas-Paredes, Á.; and López-Monroy, A. P. In Cumbreras, M. Á. G.; Gonzalo, J.; Cámara, E. M.; Martínez-Unanue, R.; Rosso, P.; Jiménez-Zafra, S. M.; Zambrano, J. A. O.; Miranda, A.; Porta-Zamorano, J.; Gutiérrez, Y.; Rosá, A.; Montes-y-Gómez, M.; and Vega, M. G., editor(s), Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), Málaga, Spain, September 23th, 2020, volume 2664, of CEUR Workshop Proceedings, pages 293–302, 2020. CEUR-WS.org
Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish [pdf]Paper   link   bibtex  
Attention to Emotions: Detecting Mental Disorders in Social Media. Aragón, M. E.; López-Monroy, A. P.; González-Gurrola, L. C.; and Montes-y-Gómez, M. In Sojka, P.; Kopecek, I.; Pala, K.; and Horák, A., editor(s), Text, Speech, and Dialogue - 23rd International Conference, TSD 2020, Brno, Czech Republic, September 8-11, 2020, Proceedings, volume 12284, of Lecture Notes in Computer Science, pages 231–239, 2020. Springer
Attention to Emotions: Detecting Mental Disorders in Social Media [link]Paper   doi   link   bibtex  
  2019 (7)
Novel Distributional Visual-Feature Representations for image classification. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; and González, F. A. Multim. Tools Appl., 78(9): 11313–11336. 2019.
Novel Distributional Visual-Feature Representations for image classification [link]Paper   doi   link   bibtex  
INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions. Aragón, M. E.; López-Monroy, A. P.; and Montes-y-Gómez, M. In Cappellato, L.; Ferro, N.; Losada, D. E.; and Müller, H., editor(s), Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019, volume 2380, of CEUR Workshop Proceedings, 2019. CEUR-WS.org
INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions [pdf]Paper   link   bibtex  
Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies. Shafaei, M.; López-Monroy, A. P.; and Solorio, T. In Barták, R.; and Brawner, K. W., editor(s), Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019, pages 215–220, 2019. AAAI Press
Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies [link]Paper   link   bibtex  
Detecting Depression in Social Media using Fine-Grained Emotions. Aragón, M. E.; López-Monroy, A. P.; González-Gurrola, L. C.; and Montes-y-Gómez, M. In Burstein, J.; Doran, C.; and Solorio, T., editor(s), Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), pages 1481–1486, 2019. Association for Computational Linguistics
Detecting Depression in Social Media using Fine-Grained Emotions [link]Paper   doi   link   bibtex  
Early Fusion of Traditional and Deep Features for Irony Detection in Twitter. Miranda-Belmonte, H. U.; and López-Monroy, A. P. In Cumbreras, M. Á. G.; Gonzalo, J.; Cámara, E. M.; Martínez-Unanue, R.; Rosso, P.; Carrillo-de-Albornoz, J.; Montalvo, S.; Chiruzzo, L.; Collovini, S.; Gutiérrez, Y.; Jiménez-Zafra, S. M.; Krallinger, M.; Montes-y-Gómez, M.; Ortega-Bueno, R.; and Rosá, A., editor(s), Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, IberLEF@SEPLN 2019, Bilbao, Spain, September 24th, 2019, volume 2421, of CEUR Workshop Proceedings, pages 272–277, 2019. CEUR-WS.org
Early Fusion of Traditional and Deep Features for Irony Detection in Twitter [pdf]Paper   link   bibtex   2 downloads  
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. Aguilar, G.; López-Monroy, A. P.; González, F. A.; and Solorio, T. CoRR, abs/1906.04129. 2019.
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media [link]Paper   link   bibtex  
A Multi-task Approach for Named Entity Recognition in Social Media Data. Aguilar, G.; Maharjan, S.; López-Monroy, A. P.; and Solorio, T. CoRR, abs/1906.04135. 2019.
A Multi-task Approach for Named Entity Recognition in Social Media Data [link]Paper   link   bibtex  
  2018 (12)
A visual approach for age and gender identification on Twitter. Álvarez-Carmona, M. Á.; Pellegrin, L.; Montes-y-Gómez, M.; Sánchez-Vega, F.; Escalante, H. J.; López-Monroy, A. P.; Pineda, L. V.; and Villatoro-Tello, E. J. Intell. Fuzzy Syst., 34(5): 3133–3145. 2018.
A visual approach for age and gender identification on Twitter [link]Paper   doi   link   bibtex  
Emphasizing personal information for Author Profiling: New approaches for term selection and weighting. Ortega-Mendoza, R. M.; López-Monroy, A. P.; Franco-Arcega, A.; and Montes-y-Gómez, M. Knowl. Based Syst., 145: 169–181. 2018.
Emphasizing personal information for Author Profiling: New approaches for term selection and weighting [link]Paper   doi   link   bibtex  
Evaluation of Type Inference with Textual Cues. Shirani, A.; López-Monroy, A. P.; González, F. A.; Solorio, T.; and Alipour, M. A. In The Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018, volume WS-18, of AAAI Technical Report, pages 783–786, 2018. AAAI Press
Evaluation of Type Inference with Textual Cues [link]Paper   link   bibtex  
A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018. Aragón, M. E.; and López-Monroy, A. P. In Cappellato, L.; Ferro, N.; Nie, J.; and Soulier, L., editor(s), Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018, volume 2125, of CEUR Workshop Proceedings, 2018. CEUR-WS.org
A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018 [pdf]Paper   link   bibtex  
PEIMEX at eRisk2018: Emphasizing Personal Information for Depression and Anorexia Detection. Ortega-Mendoza, R. M.; López-Monroy, A. P.; Franco-Arcega, A.; and Montes-y-Gómez, M. In Cappellato, L.; Ferro, N.; Nie, J.; and Soulier, L., editor(s), Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018, volume 2125, of CEUR Workshop Proceedings, 2018. CEUR-WS.org
PEIMEX at eRisk2018: Emphasizing Personal Information for Depression and Anorexia Detection [pdf]Paper   link   bibtex  
MPST: A Corpus of Movie Plot Synopses with Tags. Kar, S.; Maharjan, S.; López-Monroy, A. P.; and Solorio, T. In Calzolari, N.; Choukri, K.; Cieri, C.; Declerck, T.; Goggi, S.; Hasida, K.; Isahara, H.; Maegaard, B.; Mariani, J.; Mazo, H.; Moreno, A.; Odijk, J.; Piperidis, S.; and Tokunaga, T., editor(s), Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018, 2018. European Language Resources Association (ELRA)
MPST: A Corpus of Movie Plot Synopses with Tags [link]Paper   link   bibtex  
Early Text Classification Using Multi-Resolution Concept Representations. López-Monroy, A. P.; González, F. A.; Montes-y-Gómez, M.; Escalante, H. J.; and Solorio, T. In Walker, M. A.; Ji, H.; and Stent, A., editor(s), Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers), pages 1216–1225, 2018. Association for Computational Linguistics
Early Text Classification Using Multi-Resolution Concept Representations [link]Paper   doi   link   bibtex  
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media. Aguilar, G.; López-Monroy, A. P.; Osorio, F. A. G.; and Solorio, T. In Walker, M. A.; Ji, H.; and Stent, A., editor(s), Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers), pages 1401–1412, 2018. Association for Computational Linguistics
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media [link]Paper   doi   link   bibtex  
Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018. Aragón, M. E.; and López-Monroy, A. P. In Rosso, P.; Gonzalo, J.; Martínez, R.; Montalvo, S.; and de Albornoz, J. C., editor(s), 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), Sevilla, Spain, September 18th, 2018, volume 2150, of CEUR Workshop Proceedings, pages 134–139, 2018. CEUR-WS.org
Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018 [pdf]Paper   link   bibtex  
The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018. Ortega-Mendoza, R. M.; and López-Monroy, A. P. In Rosso, P.; Gonzalo, J.; Martínez, R.; Montalvo, S.; and de Albornoz, J. C., editor(s), 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), Sevilla, Spain, September 18th, 2018, volume 2150, of CEUR Workshop Proceedings, pages 140–148, 2018. CEUR-WS.org
The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018 [pdf]Paper   link   bibtex  
MPST: A Corpus of Movie Plot Synopses with Tags. Kar, S.; Maharjan, S.; López-Monroy, A. P.; and Solorio, T. CoRR, abs/1802.07858. 2018.
MPST: A Corpus of Movie Plot Synopses with Tags [link]Paper   link   bibtex  
A visual approach for age and gender identification on Twitter. Álvarez-Carmona, M. Á.; Pellegrin, L.; Montes-y-Gómez, M.; Sánchez-Vega, F.; Escalante, H. J.; López-Monroy, A. P.; Pineda, L. V.; and Villatoro-Tello, E. CoRR, abs/1805.11166. 2018.
A visual approach for age and gender identification on Twitter [link]Paper   link   bibtex  
  2017 (4)
Early detection of deception and aggressiveness using profile-based representations. Escalante, H. J.; Villatoro-Tello, E.; Villarreal, S. E. G.; López-Monroy, A. P.; Montes-y-Gómez, M.; and Pineda, L. V. Expert Syst. Appl., 89: 99–111. 2017.
Early detection of deception and aggressiveness using profile-based representations [link]Paper   doi   link   bibtex  
A Multi-task Approach for Named Entity Recognition in Social Media Data. Aguilar, G.; Maharjan, S.; López-Monroy, A. P.; and Solorio, T. In Derczynski, L.; Xu, W.; Ritter, A.; and Baldwin, T., editor(s), Proceedings of the 3rd Workshop on Noisy User-generated Text, NUT@EMNLP 2017, Copenhagen, Denmark, September 7, 2017, pages 148–153, 2017. Association for Computational Linguistics
A Multi-task Approach for Named Entity Recognition in Social Media Data [link]Paper   doi   link   bibtex  
UACH-INAOE participation at eRisk2017. Farias-Anzaldua, A. A.; Montes-y-Gómez, M.; López-Monroy, A. P.; and González-Gurrola, L. C. In Cappellato, L.; Ferro, N.; Goeuriot, L.; and Mandl, T., editor(s), Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, volume 1866, of CEUR Workshop Proceedings, 2017. CEUR-WS.org
UACH-INAOE participation at eRisk2017 [pdf]Paper   link   bibtex  
Social-Media Users can be profiled by their Similarity with other Users. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; Pineda, L. V.; and Solorio, T. In Cappellato, L.; Ferro, N.; Goeuriot, L.; and Mandl, T., editor(s), Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017, volume 1866, of CEUR Workshop Proceedings, 2017. CEUR-WS.org
Social-Media Users can be profiled by their Similarity with other Users [pdf]Paper   link   bibtex  
  2016 (4)
Improving the BoVW via discriminative visual n-grams and MKL strategies. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; Cruz-Roa, A.; and González, F. A. Neurocomputing, 175: 768–781. 2016.
Improving the BoVW via discriminative visual n-grams and MKL strategies [link]Paper   doi   link   bibtex  
I, Me, Mine: The Role of Personal Phrases in Author Profiling. Ortega-Mendoza, R. M.; Franco-Arcega, A.; López-Monroy, A. P.; and Montes-y-Gómez, M. In Fuhr, N.; Quaresma, P.; Gonçalves, T.; Larsen, B.; Balog, K.; Macdonald, C.; Cappellato, L.; and Ferro, N., editor(s), Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Évora, Portugal, September 5-8, 2016, Proceedings, volume 9822, of Lecture Notes in Computer Science, pages 110–122, 2016. Springer
I, Me, Mine: The Role of Personal Phrases in Author Profiling [link]Paper   doi   link   bibtex  
INAOE's participation at ImageCLEF 2016: Text Illustration Task. Pellegrin, L.; López-Monroy, A. P.; Escalante, H. J.; and Montes-y-Gómez, M. In Balog, K.; Cappellato, L.; Ferro, N.; and Macdonald, C., editor(s), Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016, volume 1609, of CEUR Workshop Proceedings, pages 356–362, 2016. CEUR-WS.org
INAOE's participation at ImageCLEF 2016: Text Illustration Task [pdf]Paper   link   bibtex  
Evaluating Topic-Based Representations for Author Profiling in Social Media. Álvarez-Carmona, M. Á.; López-Monroy, A. P.; Montes-y-Gómez, M.; Pineda, L. V.; and Meza, I. In Montes-y-Gómez, M.; Escalante, H. J.; Segura, A.; and de Dios Murillo, J., editor(s), Advances in Artificial Intelligence - IBERAMIA 2016 - 15th Ibero-American Conference on AI, San José, Costa Rica, November 23-25, 2016, Proceedings, volume 10022, of Lecture Notes in Computer Science, pages 151–162, 2016.
Evaluating Topic-Based Representations for Author Profiling in Social Media [link]Paper   doi   link   bibtex  
  2015 (2)
Discriminative subprofile-specific representations for author profiling in social media. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; Pineda, L. V.; and Stamatatos, E. Knowl. Based Syst., 89: 134–147. 2015.
Discriminative subprofile-specific representations for author profiling in social media [link]Paper   doi   link   bibtex  
INAOE's Participation at PAN'15: Author Profiling task. Álvarez-Carmona, M. Á.; López-Monroy, A. P.; Montes-y-Gómez, M.; Pineda, L. V.; and Escalante, H. J. In Cappellato, L.; Ferro, N.; Jones, G. J. F.; and SanJuan, E., editor(s), Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015, volume 1391, of CEUR Workshop Proceedings, 2015. CEUR-WS.org
INAOE's Participation at PAN'15: Author Profiling task [pdf]Paper   link   bibtex  
  2014 (3)
Image Classification through Text Mining techniques: a Proposal. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; and González, F. A. Res. Comput. Sci., 71: 63–72. 2014.
Image Classification through Text Mining techniques: a Proposal [pdf]Paper   link   bibtex  
Using Intra-Profile Information for Author Profiling. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; and Pineda, L. V. In Cappellato, L.; Ferro, N.; Halvey, M.; and Kraaij, W., editor(s), Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014, volume 1180, of CEUR Workshop Proceedings, pages 1116–1120, 2014. CEUR-WS.org
Using Intra-Profile Information for Author Profiling [pdf]Paper   link   bibtex  
Object Recognition with Näive Bayes-NN via Prototype Generation. Escalante, H. J.; Sotomayor, M.; Montes-y-Gómez, M.; and López-Monroy, A. P. In Trinidad, J. F. M.; Carrasco-Ochoa, J. A.; Olvera-López, J. A.; Rodríguez, J. S.; and Suen, C. Y., editor(s), Pattern Recognition - 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June 25-28, 2014. Proceedings, volume 8495, of Lecture Notes in Computer Science, pages 162–171, 2014. Springer
Object Recognition with Näive Bayes-NN via Prototype Generation [link]Paper   doi   link   bibtex  
  2013 (2)
INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013. López-Monroy, A. P.; Montes-y-Gómez, M.; Escalante, H. J.; Pineda, L. V.; and Villatoro-Tello, E. In Forner, P.; Navigli, R.; Tufis, D.; and Ferro, N., editor(s), Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013, volume 1179, of CEUR Workshop Proceedings, 2013. CEUR-WS.org
INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013 [pdf]Paper   link   bibtex  
UAMCLyR at RepLab 2013: Profiling Task. Villatoro-Tello, E.; Rodríguez-Lucatero, C.; Sánchez-Sánchez, C.; and López-Monroy, A. P. In Forner, P.; Navigli, R.; Tufis, D.; and Ferro, N., editor(s), Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23-26, 2013, volume 1179, of CEUR Workshop Proceedings, 2013. CEUR-WS.org
UAMCLyR at RepLab 2013: Profiling Task [pdf]Paper   link   bibtex  
  2012 (1)
A New Document Author Representation for Authorship Attribution. López-Monroy, A. P.; Montes-y-Gómez, M.; Pineda, L. V.; Carrasco-Ochoa, J. A.; and Trinidad, J. F. M. In Carrasco-Ochoa, J. A.; Trinidad, J. F. M.; Olvera-López, J. A.; and Boyer, K. L., editor(s), Pattern Recognition - 4th Mexican Conference, MCPR 2012, Huatulco, Mexico, June 27-30, 2012. Proceedings, volume 7329, of Lecture Notes in Computer Science, pages 283–292, 2012. Springer
A New Document Author Representation for Authorship Attribution [link]Paper   doi   link   bibtex