Mario Ezra Aragón

26 papers Journal 11Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Clever domain adaptation strategies for BERT in the task of hostile-language detection.
Multim. Tools Appl.
Emilio Villa-Cueva, Mario Ezra Aragón, Adrián Pastor López-Monroy, Fernando Sánchez-Vega
2025 J jnl
Adapting language models for mental health analysis on social media.
Artif. Intell. Medicine
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, David E. Losada
2025 — conf
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior.
EMNLP (Findings)
Manuel Couto, Marcos Fernández-Pichel, Mario Ezra Aragón, David E. Losada
2025 — conf
GAttention: Gated Attention for the Detection of Abusive Language.
EMNLP (Findings)
Horacio Jesús Jarquín-Vásquez, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mario Ezra Aragón
2025 J jnl
On the incidence of depression symptoms on social media.
J. Comput. Soc. Sci.
Esteban A. Ríssola, Mario Ezra Aragón, David E. Losada, Fabio Crestani
2025 J jnl
Online expressions, offline struggles: Using social media to identify depression-related symptoms.
Online Soc. Networks Media
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, David E. Losada
2024 — conf
DepressMind: A Depression Surveillance System for Social Media Analysis.
EACL (Demonstrations)
Roque Fernández-Iglesias, Marcos Fernández-Pichel, Mario Ezra Aragón, David E. Losada
2024 J jnl
Personality trait analysis during the COVID-19 pandemic: a comparative study on social media.
J. Intell. Inf. Syst.
Marcos Fernández-Pichel, Mario Ezra Aragón, Julián Saborido-Patiño, David E. Losada
2023 J jnl
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression.
IEEE Trans. Affect. Comput.
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2023 — conf
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media.
ACL (1)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Gonzalez, David E. Losada, Manuel Montes-y-Gómez
2023 J jnl
Leveraging posts' and authors' metadata to spot several forms of abusive comments in Twitter.
J. Intell. Inf. Syst.
Marco Casavantes, Mario Ezra Aragón, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2022 J jnl
Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation.
Neural Comput. Appl.
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2022 J jnl
Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs.
Proces. del Leng. Natural
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2021 — conf
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media.
TDS
Juan S. Lara, Mario Ezra Aragón, Fabio A. González, Manuel Montes-y-Gómez
2021 J jnl
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media.
CoRR
Juan S. Lara, Mario Ezra Aragón, Fabio A. González, Manuel Montes-y-Gómez
2021 — ed.
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.
IberLEF@SEPLN
Manuel Montes-y-Gómez, Paolo Rosso, Julio Gonzalo, Mario Ezra Aragón, Rodrigo Agerri, Miguel Ángel Álvarez-Carmona, Elena Álvarez Mellado, Jorge Carrillo-de-Albornoz, Luis Chiruzzo, Larissa A. de Freitas, Helena Gómez-Adorno, Yoan Gutiérrez, Salud María Jiménez-Zafra, Salvador Lima, Flor Miriam Plaza del Arco, Mariona Taulé
2020 — conf
Attention to Emotions: Detecting Mental Disorders in Social Media.
TDS
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2020 — conf
INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words.
CLEF (Working Notes)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez
2020 — conf
Overview of MEX-A3T at IberLEF 2020: Fake News and Aggressiveness Analysis in Mexican Spanish.
IberLEF@SEPLN
Mario Ezra Aragón, Horacio Jesús Jarquín-Vásquez, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Gemma Bel-Enguix
2019 — conf
Detecting Depression in Social Media using Fine-Grained Emotions.
NAACL-HLT (1)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez
2019 — conf
INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions.
CLEF (Working Notes)
Mario Ezra Aragón, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez
2019 — conf
Overview of MEX-A3T at IberLEF 2019: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets.
IberLEF@SEPLN
Mario Ezra Aragón, Miguel Ángel Álvarez-Carmona, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Daniela Moctezuma
2018 — conf
A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018.
CLEF (Working Notes)
Mario Ezra Aragón, Adrián Pastor López-Monroy
2018 — conf
Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018.
IberEval@SEPLN
Mario Ezra Aragón, Adrián Pastor López-Monroy
2018 J jnl
Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who.
IEEE Trans. Intell. Transp. Syst.
Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez
2016 — conf
A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions.
ENC
Mario Ezra Aragón, Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Hugo Jair Escalante