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.
Paper
doi
link
bibtex
@article{DBLP:journals/access/NarvaezGWLM23,
author = {Aar{\'{o}}n H. Narv{\'{a}}ez and
Luis Carlos Gonz{\'{a}}lez{-}Gurrola and
Johan Wahlstr{\"{o}}m and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Fernando Mart{\'{\i}}nez{-}Reyes},
title = {A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics},
journal = {{IEEE} Access},
volume = {11},
pages = {93574--93586},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3309929},
doi = {10.1109/ACCESS.2023.3309929},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/NarvaezGWLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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.
Paper
doi
link
bibtex
@article{DBLP:journals/nca/LopezSantillanGML23,
author = {Roberto L{\'{o}}pez{-}Santill{\'{a}}n and
Luis Carlos Gonz{\'{a}}lez{-}Gurrola and
Manuel Montes{-}y{-}G{\'{o}}mez and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy},
title = {When attention is not enough to unveil a text's author profile: Enhancing
a transformer with a wide branch},
journal = {Neural Comput. Appl.},
volume = {35},
number = {13},
pages = {9607--9626},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08198-5},
doi = {10.1007/S00521-023-08198-5},
timestamp = {Tue, 08 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/LopezSantillanGML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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.
Paper
doi
link
bibtex
@article{DBLP:journals/nca/MirandaASLRM23,
author = {Alfredo Arturo El{\'{\i}}as Miranda and
Daniel Vallejo Aldana and
Fernando S{\'{a}}nchez{-}Vega and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Alejandro Rosales{-}P{\'{e}}rez and
Victor Mu{\~{n}}iz{-}Sanchez},
title = {Curriculum learning and evolutionary optimization into deep learning
for text classification},
journal = {Neural Comput. Appl.},
volume = {35},
number = {28},
pages = {21129--21164},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08632-8},
doi = {10.1007/S00521-023-08632-8},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MirandaASLRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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.
Paper
link
bibtex
@article{DBLP:journals/pdln/CarmonaDAGMLSB23,
author = {Miguel {\'{A}}ngel {\'{A}}lvarez{-}Carmona and
{\'{A}}ngel D{\'{\i}}az{-}Pacheco and
Ram{\'{o}}n Aranda and
Ansel Yoan Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez and
Victor Mu{\~{n}}iz{-}S{\'{a}}nchez and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Fernando S{\'{a}}nchez{-}Vega and
L{\'{a}}zaro Bustio{-}Mart{\'{\i}}nez},
title = {Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis
Task for Mexican Tourist Texts},
journal = {Proces. del Leng. Natural},
volume = {71},
pages = {425--436},
year = {2023},
url = {http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6572},
timestamp = {Tue, 11 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pdln/CarmonaDAGMLSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/acl/AragonMGLM23,
author = {Mario Ezra Arag{\'{o}}n and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Luis Gonzalez and
David E. Losada and
Manuel Montes},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {DisorBERT: {A} Double Domain Adaptation Model for Detecting Signs
of Mental Disorders in Social Media},
booktitle = {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},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.853},
doi = {10.18653/V1/2023.ACL-LONG.853},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AragonMGLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
link
bibtex
@inproceedings{DBLP:conf/clef/Villa-CuevaVLSL23,
author = {Emilio Villa{-}Cueva and
Jorge Miguel Valles{-}Silva and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Fernando S{\'{a}}nchez{-}Vega and
Jesus Roberto L{\'{o}}pez{-}Santill{\'{a}}n},
editor = {Mohammad Aliannejadi and
Guglielmo Faggioli and
Nicola Ferro and
Michalis Vlachos},
title = {Few Shot Profiling of Cryptocurrency Influencers using Natural Language
Inference {\&} Large Language Models},
booktitle = {Working Notes of the Conference and Labs of the Evaluation Forum {(CLEF}
2023), Thessaloniki, Greece, September 18th to 21st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3497},
pages = {2803--2816},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3497/paper-236.pdf},
timestamp = {Wed, 25 Oct 2023 17:24:28 +0200},
biburl = {https://dblp.org/rec/conf/clef/Villa-CuevaVLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/semeval/Villa-CuevaASM23,
author = {Emilio Villa{-}Cueva and
Daniel Vallejo Aldana and
Fernando S{\'{a}}nchez{-}Vega and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy},
editor = {Atul Kr. Ojha and
A. Seza Dogru{\"{o}}z and
Giovanni Da San Martino and
Harish Tayyar Madabushi and
Ritesh Kumar and
Elisa Sartori},
title = {Walter Burns at SemEval-2023 Task 5: {NLP-CIMAT} - Leveraging Model
Ensembles for Clickbait Spoiling},
booktitle = {Proceedings of the The 17th International Workshop on Semantic Evaluation,
SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023},
pages = {693--699},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.semeval-1.95},
doi = {10.18653/V1/2023.SEMEVAL-1.95},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/Villa-CuevaASM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
link
bibtex
@inproceedings{DBLP:conf/sepln/AldanaLV23,
author = {Daniel Vallejo Aldana and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy and
Esa{\'{u}} Villatoro{-}Tello},
editor = {Manuel Montes{-}y{-}G{\'{o}}mez and
Francisco Rangel and
Salud Mar{\'{\i}}a Jim{\'{e}}nez{-}Zafra and
Marco Casavantes and
Bego{\~{n}}a Altuna and
Miguel {\'{A}}ngel {\'{A}}lvarez{-}Carmona and
Gemma Bel{-}Enguix and
Luis Chiruzzo and
Iker de la Iglesia and
Hugo Jair Escalante and
Miguel {\'{A}}ngel Garc{\'{\i}}a Cumbreras and
Jos{\'{e}} Antonio Garc{\'{\i}}a{-}D{\'{\i}}az and
Jos{\'{e}} {\'{A}}ngel Gonz{\'{a}}lez Barba and
Roberto Labadie Tamayo and
Salvador Lima and
Pablo Moral and
Flor Miriam Plaza del Arco and
Rafael Valencia{-}Garc{\'{\i}}a},
title = {Enhancing Multi-modal Classification of Violent Events using Image
Captioning},
booktitle = {Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023)
co-located with the Conference of the Spanish Society for Natural
Language Processing {(SEPLN} 2023), Ja{\'{e}}n, Spain, September 26,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3496},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3496/davincis-paper2.pdf},
timestamp = {Mon, 05 Aug 2024 13:24:56 +0200},
biburl = {https://dblp.org/rec/conf/sepln/AldanaLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
link
bibtex
@inproceedings{DBLP:conf/sepln/Castorena-Salas23,
author = {Lisette Guadalupe Castorena{-}Salas and
Fernando S{\'{a}}nchez{-}Vega and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy},
editor = {Manuel Montes{-}y{-}G{\'{o}}mez and
Francisco Rangel and
Salud Mar{\'{\i}}a Jim{\'{e}}nez{-}Zafra and
Marco Casavantes and
Bego{\~{n}}a Altuna and
Miguel {\'{A}}ngel {\'{A}}lvarez{-}Carmona and
Gemma Bel{-}Enguix and
Luis Chiruzzo and
Iker de la Iglesia and
Hugo Jair Escalante and
Miguel {\'{A}}ngel Garc{\'{\i}}a Cumbreras and
Jos{\'{e}} Antonio Garc{\'{\i}}a{-}D{\'{\i}}az and
Jos{\'{e}} {\'{A}}ngel Gonz{\'{a}}lez Barba and
Roberto Labadie Tamayo and
Salvador Lima and
Pablo Moral and
Flor Miriam Plaza del Arco and
Rafael Valencia{-}Garc{\'{\i}}a},
title = {BUAA's team in Rest-Mex 2023 - Sentiment Analysis: {A} Basic and Efficient
Stylistic and Thematic Features Approach},
booktitle = {Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023)
co-located with the Conference of the Spanish Society for Natural
Language Processing {(SEPLN} 2023), Ja{\'{e}}n, Spain, September 26,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3496},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3496/restmex-paper7.pdf},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sepln/Castorena-Salas23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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
Paper
link
bibtex
@inproceedings{DBLP:conf/sepln/Echeverria-Baru23,
author = {Franklin Echeverr{\'{\i}}a{-}Bar{\'{u}} and
Fernando S{\'{a}}nchez{-}Vega and
Adri{\'{a}}n Pastor L{\'{o}}pez{-}Monroy},
editor = {Manuel Montes{-}y{-}G{\'{o}}mez and
Francisco Rangel and
Salud Mar{\'{\i}}a Jim{\'{e}}nez{-}Zafra and
Marco Casavantes and
Bego{\~{n}}a Altuna and
Miguel {\'{A}}ngel {\'{A}}lvarez{-}Carmona and
Gemma Bel{-}Enguix and
Luis Chiruzzo and
Iker de la Iglesia and
Hugo Jair Escalante and
Miguel {\'{A}}ngel Garc{\'{\i}}a Cumbreras and
Jos{\'{e}} Antonio Garc{\'{\i}}a{-}D{\'{\i}}az and
Jos{\'{e}} {\'{A}}ngel Gonz{\'{a}}lez Barba and
Roberto Labadie Tamayo and
Salvador Lima and
Pablo Moral and
Flor Miriam Plaza del Arco and
Rafael Valencia{-}Garc{\'{\i}}a},
title = {{CIMAT-NLP-GTO} at MentalRiskES 2023: Early Detection of Mental Disorders
in Spanish Messages using Style Based Models and {BERT} Models},
booktitle = {Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023)
co-located with the Conference of the Spanish Society for Natural
Language Processing {(SEPLN} 2023), Ja{\'{e}}n, Spain, September 26,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3496},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3496/mentalriskes-paper16.pdf},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sepln/Echeverria-Baru23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}