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  2025 (3)
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  
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes. Vázquez, R.; Mickus, T.; Zosa, E.; Vahtola, T.; Tiedemann, J.; Sinha, A.; Segonne, V.; Sánchez-Vega, F.; Raganato, A.; Libovický, J.; Karlgren, J.; Ji, S.; Helcl, J.; Guillou, L.; de Gibert, O.; Bengoetxea, J.; Attieh, J.; and Apidianaki, M. CoRR, abs/2504.11975. 2025.
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes [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 (9)
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 DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Jarquín-Vásquez, H. J.; Farías, D. I. H.; Arellano, L. J.; Escalante, H. J.; Pineda, L. V.; Montes-y-Gómez, M.; and Sánchez-Vega, F. Proces. del Leng. Natural, 71: 351–360. 2023.
Overview of DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish [link]Paper   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  
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  
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  
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 (4)
Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish. Arellano, L. J.; Escalante, H. J.; Pineda, L. V.; Montes-y-Gómez, M.; and Sánchez-Vega, F. Proces. del Leng. Natural, 69: 207–215. 2022.
Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish [link]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  
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 (1)
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  
  2019 (1)
Paraphrase plagiarism identification with character-level features. Sánchez-Vega, F.; Villatoro-Tello, E.; Montes-y-Gómez, M.; Rosso, P.; Stamatatos, E.; and Pineda, L. V. Pattern Anal. Appl., 22(2): 669–681. 2019.
Paraphrase plagiarism identification with character-level features [link]Paper   doi   link   bibtex  
  2018 (4)
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  
HYPLAG: Hybrid Arabic Text Plagiarism Detection System. Ghanem, B.; Arafeh, L.; Rosso, P.; and Sánchez-Vega, F. In Silberztein, M.; Atigui, F.; Kornyshova, E.; Métais, E.; and Meziane, F., editor(s), Natural Language Processing and Information Systems - 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings, volume 10859, of Lecture Notes in Computer Science, pages 315–323, 2018. Springer
HYPLAG: Hybrid Arabic Text Plagiarism Detection System [link]Paper   doi   link   bibtex  
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter. Farías, D. I. H.; Sánchez-Vega, F.; Montes-y-Gómez, M.; and Rosso, P. In Apidianaki, M.; Mohammad, S. M.; May, J.; Shutova, E.; Bethard, S.; and Carpuat, M., editor(s), Proceedings of The 12th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 5-6, 2018, pages 594–599, 2018. Association for Computational Linguistics
INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter [link]Paper   doi   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  
  2013 (2)
Determining and characterizing the reused text for plagiarism detection. Sánchez-Vega, F.; Villatoro-Tello, E.; Montes-y-Gómez, M.; Pineda, L. V.; and Rosso, P. Expert Syst. Appl., 40(5): 1804–1813. 2013.
Determining and characterizing the reused text for plagiarism detection [link]Paper   doi   link   bibtex  
INAOE_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity. Sánchez-Vega, F.; Montes-y-Gómez, M.; Rosso, P.; and Pineda, L. V. In Diab, M. T.; Baldwin, T.; and Baroni, M., editor(s), Proceedings of the Second Joint Conference on Lexical and Computational Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA, pages 229–233, 2013. Association for Computational Linguistics
INAOE_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity [link]Paper   link   bibtex  
  2012 (1)
Optimized Fuzzy Text Alignment for Plagiarism Detection. Sánchez-Vega, F.; Montes-y-Gómez, M.; and Pineda, L. V. In Forner, P.; Karlgren, J.; and Womser-Hacker, C., editor(s), CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012, volume 1178, of CEUR Workshop Proceedings, 2012. CEUR-WS.org
Optimized Fuzzy Text Alignment for Plagiarism Detection [pdf]Paper   link   bibtex  
  2010 (1)
Towards Document Plagiarism Detection Based on the Relevance and Fragmentation of the Reused Text. Sánchez-Vega, F.; Pineda, L. V.; Montes-y-Gómez, M.; and Rosso, P. In Sidorov, G.; Aguirre, A. H.; and García, C. A. R., editor(s), Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part I, volume 6437, of Lecture Notes in Computer Science, pages 24–31, 2010. Springer
Towards Document Plagiarism Detection Based on the Relevance and Fragmentation of the Reused Text [link]Paper   doi   link   bibtex