Manuel Montes y Gómez

2025

• [A1]Online expressions, offline struggles: Using social media to identify depression-related symptoms
  Artículo · Online Social Networks and Media · 2025 · Vol. 50
  Aragón M.E.; López-Monroy A.P.; Montes-y-Gómez M.; Losada D.E.
  DOIhttps://doi.org/10.1016%2Fj.osnem.2025.100338
• [A2]Adapting language models for mental health analysis on social media
  Artículo · Artificial Intelligence in Medicine · 2025 · Vol. 168 · Citas: 1
  Aragón M.E.; López-Monroy A.P.; Montes-y-Gómez M.; Losada D.E.
  DOIhttps://doi.org/10.1016%2Fj.artmed.2025.103217
• [A3]PropitterX: a Twitter-based propaganda corpus extended with multiple contextual features
  Artículo · Language Resources and Evaluation · 2025 · Vol. 59 · Núm. 3 · pp. 3087-3115
  Casavantes M.; Montes-y-Gómez M.; Hernández-Farías D.I.; González L.C.; Barrón-Cedeño A.
  DOIhttps://doi.org/10.1007%2Fs10579-025-09849-w
• [A4]Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer
  Artículo · Information Fusion · 2025 · Vol. 113 · Citas: 6
  Moreno-Galván D.A.; López-Santillán R.; González-Gurrola L.C.; Montes-Y-Gómez M.; Sánchez-Vega F.; López-Monroy A.P.
  DOIhttps://doi.org/10.1016%2Fj.inffus.2024.102641
• [C1]Detecting Alzheimer’s Disease Through the Use of Language Impairment Features
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2025 · Vol. 15247 LNAI · pp. 142-153
  Olachea-Hernández C.A.; Villaseñor-Pineda L.; Hernández-Farías D.I.; Montes-y-Gómez M.; González-Hernández F.I.
  DOIhttps://doi.org/10.1007%2F978-3-031-75543-9_11
• [A5]Toward an enhanced automatic medical report generator based on large transformer models
  Artículo · Neural Computing and Applications · 2025 · Vol. 37 · Núm. 1 · pp. 43-62 · Citas: 1
  Prieto-Ordaz O.; Ramirez-Alonso G.; Montes-y-Gomez M.; Lopez-Santillan R.
  DOIhttps://doi.org/10.1007%2Fs00521-024-10382-0
• [A6]GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media
  Artículo · IEEE Transactions on Affective Computing · 2025 · Vol. 16 · Núm. 2 · pp. 946-959 · Citas: 1
  Jarquín-Vásquez H.; Escalante H.J.; Montes-Y-Gómez M.; González F.A.
  DOIhttps://doi.org/10.1109%2FTAFFC.2024.3483010
• [C2]Text Graph Neural Networks for Detecting AI-Generated Content
  Conferencia · Proceedings International Conference on Computational Linguistics Coling · 2025 · pp. 134-139
  Valdez-Valenzuela A.; Gómez-Adorno H.; Montes-Y-Gómez M.
• [A7]Enhancing the Detection of Sexist Messages through a Multi-Profile-Based Ensemble Approach
  Artículo · Computacion Y Sistemas · 2025 · Vol. 29 · Núm. 1 · pp. 283-294 · Citas: 1
  Jimenez-Martinez M.P.; Lopez-Nava I.H.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.13053%2FCyS-29-1-5506

2024

• [A8]Enhancing abusive language detection: A domain-adapted approach leveraging BERT pre-training tasks
  Artículo · Pattern Recognition Letters · 2024 · Vol. 186 · pp. 361-368 · Citas: 3
  Jarquín-Vásquez H.; Escalante H.J.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2024.05.007
• [C3]Overview of DIMEMEX at IberLEF 2024: Detection of Inappropriate Memes from Mexico
  Conferencia · Procesamiento Del Lenguaje Natural · 2024 · Núm. 73 · pp. 335-345 · Citas: 7
  Jarquín-Vásquez H.; Tlelo-Coyotecatl I.; Casavantes M.; Hernández-Farías D.I.; Escalante H.J.; Villaseñor-Pineda L.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.26342%2F2024-73-25
• [C4]Enhancing Sexism Detection in Tweets with Annotator-Integrated Ensemble Methods and Multimodal Embeddings for Memes
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3740 · pp. 1043-1057
  Jimenez-Martinez M.P.; Raygoza-Romero J.M.; Sánchez-Torres C.E.; Lopez-Nava I.H.; Montes-Y-Gómez M.
• [C5]PropaLTL at DIPROMATS 2024: Cross-lingual Data Augmentation for Propaganda Detection on Tweets
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3756
  Casavantes M.; Montes-Y-Gómez M.; Hernández-Farías D.I.; González L.C.; Barrón-Cedeño A.
• [C6]Propitter: A Twitter Corpus for Computational Propaganda Detection
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2024 · Vol. 14392 LNAI · pp. 16-27 · Citas: 2
  Casavantes M.; Montes-y-Gómez M.; González L.C.; Barróñ-Cedeno A.
  DOIhttps://doi.org/10.1007%2F978-3-031-47640-2_2
• [C7]An Analysis of the Impact of Gender and Age on Perceiving and Identifying Sexist Posts
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2024 · Vol. 14755 LNCS · pp. 308-318 · Citas: 2
  Jimenez-Martinez M.P.; Lopez-Nava I.H.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-62836-8_29
• [C8]LabTL-INAOE at HOMO-MEX 2024: Distance-based Representations for LGBT+ Phobia Detection
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3756
  Ramírez-González M.; Hernández-Farías D.I.; Montes-Y-Gómez M.

2023

• [A9]Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter
  Artículo · Journal of Intelligent Information Systems · 2023 · Vol. 61 · Núm. 2 · pp. 519-539 · Citas: 11
  Casavantes M.; Aragón M.E.; González L.C.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2Fs10844-023-00779-z
• [O1]Overview of DA-VINCIS at IberLEF 2023: Detection of Aggressive and Violent Incidents from Social Media in Spanish
  re · Procesamiento Del Lenguaje Natural · 2023 · Núm. 71 · pp. 351-360 · Citas: 13
  Jarquín-Vásquez H.; Hernández-Farías D.I.; Arellano L.J.; Escalante H.J.; Villaseñor-Pineda L.; Montes-Y-Gómez M.; Sanchez-Vega F.
  DOIhttps://doi.org/10.26342%2F2023-71-27
• [A10]Exploiting hierarchical dependence structures for unsupervised rank fusion in information retrieval
  Artículo · Journal of Intelligent Information Systems · 2023 · Vol. 60 · Núm. 3 · pp. 853-876 · Citas: 2
  Hermosillo-Valadez J.; Morales-González E.; Fernández-Reyes F.C.; Montes-y-Gómez M.; Fuentes-Pacheco J.; Rendón-Mancha J.M.
  DOIhttps://doi.org/10.1007%2Fs10844-022-00751-3
• [A11]When attention is not enough to unveil a text’s author profile: Enhancing a transformer with a wide branch
  Artículo · Neural Computing and Applications · 2023 · Vol. 35 · Núm. 13 · pp. 9607-9626 · Citas: 2
  López-Santillán R.; González L.C.; Montes-y-Gómez M.; López-Monroy A.P.
  DOIhttps://doi.org/10.1007%2Fs00521-023-08198-5
• [A12]Enhancing the Detection of Misogynistic Content in Social Media by Transferring Knowledge From Song Phrases
  Artículo · IEEE Access · 2023 · Vol. 11 · pp. 13179-13190 · Citas: 14
  Calderon-Suarez R.; Ortega-Mendoza R.M.; Montes-Y-Gomez M.; Toxqui-Quitl C.; Marquez-Vera M.A.
  DOIhttps://doi.org/10.1109%2FACCESS.2023.3242965
• [C9]PropaLTL at DIPROMATS: Incorporating Contextual Features with BERT's Auxiliary Input for Propaganda Detection on Tweets
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  Casavantes M.; Montes-Y-Gómez M.; Hernández-Farías D.I.; González L.C.; Barrón-Cedeño A.
• [C10]DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media
  Conferencia · Proceedings of the Annual Meeting of the Association for Computational Linguistics · 2023 · Vol. 1 · pp. 15305-15318 · Citas: 31
  Aragón M.E.; López-Monroy A.P.; González L.C.; Losada D.E.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.18653%2Fv1%2F2023.acl-long.853
• [C11]Unmasking Bias in News
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2023 · Vol. 13451 LNCS · pp. 658-667
  Sánchez-Junquera J.; Rosso P.; Montes-y-Gómez M.; Ponzetto S.P.
  DOIhttps://doi.org/10.1007%2F978-3-031-24337-0_47
• [A13]Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression
  Artículo · IEEE Transactions on Affective Computing · 2023 · Vol. 14 · Núm. 1 · pp. 211-222 · Citas: 39
  Aragon M.E.; Lopez-Monroy A.P.; Gonzalez-Gurrola L.C.; Montes-Y-Gomez M.
  DOIhttps://doi.org/10.1109%2FTAFFC.2021.3075638
• [C12]Deep Metric Learning for Effective Passage Retrieval in the BioASQ Challenge
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3497 · pp. 168-177
  Rosso-Mateus A.; Muñoz-Serna L.A.; Montes-Y-Gómez M.; González F.A.
• [C13]Overview of IberLEF 2023: Natural Language Processing Challenges for Spanish and other Iberian Languages
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496 · Citas: 1
  Jiménez-Zafra S.M.; Rangel F.; Montes-Y-Gómez M.
• [C14]Improving the Identification of Abusive Language Through Careful Design of Pre-training Tasks
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2023 · Vol. 13902 LNCS · pp. 283-292 · Citas: 1
  Jarquín-Vásquez H.; Escalante H.J.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-33783-3_27

2022

• [A14]Approaching what and how people with mental disorders communicate in social media–Introducing a multi-channel representation
  Artículo · Neural Computing and Applications · 2022 · Vol. 34 · Núm. 22 · pp. 20149-20164 · Citas: 3
  Aragón M.E.; López-Monroy A.P.; González L.C.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2Fs00521-022-07569-8
• [O2]Overview of DA-VINCIS at IberLEF 2022: Detection of Aggressive and Violent Incidents from Social Media in Spanish
  re · Procesamiento Del Lenguaje Natural · 2022 · Vol. 69 · pp. 207-215 · Citas: 14
  Arellano L.J.; Escalante H.J.; Villaseñor-Pineda L.; Montes-Y-Gómez M.; Sanchez-Vega F.
  DOIhttps://doi.org/10.26342%2F2022-69-18
• [A15]Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs
  Artículo · Procesamiento Del Lenguaje Natural · 2022 · Vol. 69 · pp. 27-38 · Citas: 1
  Aragón M.E.; López-Monroy A.P.; González-Gurrola L.C.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.26342%2F2022-69-2
• [A16]A Semantic-Proximity Term-Weighting Scheme for Aspect Category Detection
  Artículo · Procesamiento Del Lenguaje Natural · 2022 · Vol. 69 · pp. 117-127 · Citas: 2
  Vázquez-Hernández M.; Villaseñor-Pineda L.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.26342%2F2022-69-10
• [A17]Medical Report Generation through Radiology Images: An Overview.
  Artículo · IEEE Latin America Transactions · 2022 · Vol. 20 · Núm. 6 · pp. 986-999 · Citas: 9
  Ramirez-Alonso G.; Prieto-Ordaz O.; Lopez-Santillan R.; Montes-Y-Gomez M.
  DOIhttps://doi.org/10.1109%2FTLA.2022.9757742
• [A18]Depression Recognition in Social Media based on Symptoms' Detection
  Artículo · Procesamiento Del Lenguaje Natural · 2022 · Vol. 68 · pp. 25-37 · Citas: 4
  Tlelo-Coyotecatl I.; Escalante H.J.; Montes-Y-Gomez M.
  DOIhttps://doi.org/10.26342%2F2022-68-2
• [C15]A Wide & Deep Learning Approach for Covid-19 Tweet Classification
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2022 · Vol. 13264 LNCS · pp. 225-234
  Valdés-Chávez A.; López-Santillán J.R.; Gonzalez-Gurrola L.C.; Ramírez-Alonso G.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-07750-0_21
• [C16]OSLeD-wA: A One-Stage Lesion Detection Method with Attention Mechanisms
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2022 · Vol. 13264 LNCS · pp. 305-315 · Citas: 1
  Rascón-Cervantes S.; Ramírez-Alonso G.; Ramírez-Quintana J.; Montes-y-Gómez M.; López-Santillán R.
  DOIhttps://doi.org/10.1007%2F978-3-031-07750-0_28
• [O3]Two Simple and Domain-independent Approaches for Early Detection of Anorexia
  ch · Studies in Computational Intelligence · 2022 · Vol. 1018 · pp. 159-182
  Burdisso S.; Cagnina L.; Errecalde M.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-04431-1_7
• [A19]Revealing traces of depression through personal statements analysis in social media
  Artículo · Artificial Intelligence in Medicine · 2022 · Vol. 123 · Citas: 34
  Ortega-Mendoza R.M.; Hernández-Farías D.I.; Montes-y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1016%2Fj.artmed.2021.102202
• [O4]Classifying the Social Media Author Profile Through a Multimodal Representation
  ch · Studies in Computational Intelligence · 2022 · Vol. 1028 · pp. 57-81 · Citas: 9
  Álvarez-Carmona M.; Villatoro-Tello E.; Villaseñor-Pineda L.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-981-19-1021-0_3
• [O5]Detecting Traces of Self-harm on Reddit Through Emotional Patterns
  ch · Studies in Computational Intelligence · 2022 · Vol. 1018 · pp. 207-234
  Aragón M.E.; López-Monroy A.P.; González L.C.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-04431-1_9
• [C17]We Will Know Them by Their Style: Fake News Detection Based on Masked N-Grams
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2022 · Vol. 13264 LNCS · pp. 245-254 · Citas: 1
  Pérez-Santiago J.; Villaseñor-Pineda L.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-031-07750-0_23
• [C18]Does This Tweet Report an Adverse Drug Reaction? An Enhanced BERT-Based Method to Identify Drugs Side Effects in Twitter
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2022 · Vol. 13264 LNCS · pp. 235-244 · Citas: 2
  Fuentes-Carbajal J.A.; Montes-y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1007%2F978-3-031-07750-0_22
• [C19]Overview of IberLEF 2022: Natural Language Processing Challenges for Spanish and other Iberian Languages
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202
  Gonzalo J.; Montes-Y-Gómez M.; Rangel F.
• [C20]Exploiting Affective-based Information for Profiling Ironic Users on Twitter
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3180 · pp. 2482-2490 · Citas: 1
  Hernández-Farías D.I.; Montes-Y-Gómez M.

2021

• [A20]A profile-based sentiment-aware approach for depression detection in social media
  Artículo · EPJ Data Science · 2021 · Vol. 10 · Núm. 1 · Citas: 26
  Titla-Tlatelpa J.d.J.; Ortega-Mendoza R.M.; Montes-y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1140%2Fepjds%2Fs13688-021-00309-3
• [A21]Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants
  Artículo · Procesamiento Del Lenguaje Natural · 2021 · Vol. 67 · pp. 183-194 · Citas: 19
  Plaza-Del-Arco F.M.; Casavantes M.; Escalante H.J.; Martín-Valdivia M.T.; Montejo-Ráez A.; Montes-Y-Gómez M.; Jarquín-Vásquez H.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.26342%2F2021-67-16
• [A22]Masking and BERT-based Models for Stereotype Identification
  Artículo · Procesamiento Del Lenguaje Natural · 2021 · Vol. 67 · pp. 83-94 · Citas: 22
  Sánchez-Junquera J.; Rosso P.; Montes-Y-Gómez M.; Chulvi B.
  DOIhttps://doi.org/10.26342%2F2021-67-7
• [A23]Depression and anorexia detection in social media as a one-class classification problem
  Artículo · Applied Intelligence · 2021 · Vol. 51 · Núm. 8 · pp. 6088-6103 · Citas: 27
  Aguilera J.; Farías D.I.H.; Ortega-Mendoza R.M.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2Fs10489-020-02131-2
• [A24]Using text classification to estimate the depression level of reddit users
  Artículo · Journal of Computer Science and Technology Argentina · 2021 · Vol. 21 · Núm. 1 · Citas: 16
  Burdisso S.G.; Errecalde M.; Montes-Y-gómez M.
  DOIhttps://doi.org/10.24215%2F16666038.21.e1
• [C21]Deep Bag-of-Sub-Emotions for Depression Detection in Social Media
  Conferencia · Lecture Notes in Computer Science · 2021 · Vol. 12848 LNAI · pp. 60-72 · Citas: 15
  Lara J.S.; Aragón M.E.; González F.A.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-030-83527-9_5