Adrián Pastor López-Monroy

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Stacked Reflective Reasoning in Large Neural Language Models.

[BibT_eX]

[DOI]

Kapioma Villarreal Haro

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews.

[BibT_eX]

[DOI]

Sergio Burdisso

Ernesto Reyes-Ramírez

Alfredo Arturo Elías Miranda

Petr Motlícek

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Curriculum learning and evolutionary optimization into deep learning for text classification.

[BibT_eX]

[DOI]

Victor Muñiz-Sanchez

Neural Comput. Appl., October, 2023

When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch.

[BibT_eX]

[DOI]

Roberto López-Santillán

Neural Comput. Appl., May, 2023

Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts.

[BibT_eX]

[DOI]

Ansel Yoan Rodríguez-González

Ángel Díaz-Pacheco

Ramón Aranda

Victor Muñiz-Sánchez

Lázaro Bustio-Martínez

Proces. del Leng. Natural, 2023

A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics.

[BibT_eX]

[DOI]

Aarón H. Narváez

Johan Wahlström

María de Jesús García-Santiago

Fernando Martínez-Reyes

IEEE Access, 2023

Improving Transformer by Instance Packaging for Mental Illnesses Identification.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models.

[BibT_eX]

[DOI]

Franklin Echeverría-Barú

Lisette Guadalupe Castorena-Salas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Enhancing Multi-modal Classification of Violent Events using Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models.

[BibT_eX]

[DOI]

Jorge Miguel Valles-Silva

Jesus Roberto López-Santillán

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Dynamic Regularization in UDA for Transformers in Multimodal Classification.

[BibT_eX]

[DOI]

Ivonne Monter-Aldana

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media.

[BibT_eX]

[DOI]

Luis Gonzalez

David E. Losada

Manuel Montes

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs.

[BibT_eX]

[DOI]

Proces. del Leng. Natural, 2022

Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation.

[BibT_eX]

[DOI]

Jesús Miguel García Gorrostieta

Neural Comput. Appl., 2022

Improved argumentative paragraphs detection in academic theses supported with unit segmentation.

[BibT_eX]

[DOI]

Aurelio López-López

Samuel González López

J. Intell. Fuzzy Syst., 2022

Hierarchical attention and transformers for automatic movie rating.

[BibT_eX]

[DOI]

L. Fernando Pardo-Sixtos

Mahsa Shafaei

Expert Syst. Appl., 2022

A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One.

[BibT_eX]

[DOI]

Rafael Guerrero-Rodríguez

Ramón Aranda

Ansel Y. Rodríguez-González

Computación y Sistemas, 2022

Bi-Ensembles of Transformer for Online Bilingual Sexism Detection.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling.

[BibT_eX]

[DOI]

Ivan González-Franco

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

AutoML and Ensemble Transformers for Sentiment Analysis in Mexican Tourism Texts.

[BibT_eX]

[DOI]

Victor Gómez-Espinosa

Victor Muñiz-Sanchez

Cipriano Callejas-Hernández

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022.

[BibT_eX]

[DOI]

Erika Rivadeneira-Pérez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Leveraging Events Sub-Categories for Violent-Events Detection in Social Media.

[BibT_eX]

[DOI]

Francisca Cecilia Encinas Orozco

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

2021

Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model.

[BibT_eX]

[DOI]

Samuel González López

Steven Bethard

Proces. del Leng. Natural, 2021

Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism.

[BibT_eX]

[DOI]

Rafael Guerrero-Rodríguez

Ramón Aranda

Samuel Arce-Cardenas

Daniel Fajardo-Delgado

Ansel Y. Rodríguez-González

Juan Martínez-Miranda

Humberto Pérez Espinosa

Proces. del Leng. Natural, 2021

Desert bighorn sheep (<i>Ovis canadensis</i>) recognition from camera traps based on learned features.

[BibT_eX]

[DOI]

Manuel Vargas-Felipe

Luis Pellegrin

Aldo A. Guevara-Carrizales

José Ángel González-Fraga

Ecol. Informatics, 2021

Deep Learning for Language and Vision tasks in Surveillance Applications.

[BibT_eX]

[DOI]

Alfredo Arturo Elías Miranda

Juan Manuel García Carmona

Humberto Pérez Espinosa

Computación y Sistemas, 2021

BERT's Auxiliary Sentence focused on Word's Information for Offensiveness Detection.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Transformers Pipeline for Offensiveness Detection in Mexican Spanish Social Media.

[BibT_eX]

[DOI]

Victor Gómez-Espinosa

Victor Muñiz-Sanchez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

2020

Early author profiling on Twitter using profile features with multi-resolution.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Attention to Emotions: Detecting Mental Disorders in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Text, Speech, and Dialogue, 2020

Transformers and Data Augmentation for Aggressiveness Detection in Mexican Spanish.

[BibT_eX]

[DOI]

Mario Guzman-Silverio

Ángel Balderas-Paredes

María Guadalupe Garrido-Espinosa

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

GRU with Author Profiling Information to Detect Aggressiveness.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Detecting Early Signs of Cyberbullying in Social Media.

[BibT_eX]

[DOI]

Niloofar Safi Samghabadi

Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

2019

Novel Distributional Visual-Feature Representations for image classification.

[BibT_eX]

[DOI]

Hairo Ulises Miranda-Belmonte

Multim. Tools Appl., 2019

Early Fusion of Traditional and Deep Features for Irony Detection in Twitter.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Detecting Depression in Social Media using Fine-Grained Emotions.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Exploiting Textual, Visual, and Product Features for Predicting the Likeability of Movies.

[BibT_eX]

[DOI]

Mahsa Shafaei

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

INAOE-CIMAT at eRisk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2019, 2019

2018

Emphasizing personal information for Author Profiling: New approaches for term selection and weighting.

[BibT_eX]

[DOI]

Anilu Franco-Arcega

Knowl. Based Syst., 2018

A visual approach for age and gender identification on Twitter.

[BibT_eX]

[DOI]

Luis Pellegrin

J. Intell. Fuzzy Syst., 2018

The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018.

[BibT_eX]

[DOI]

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), 2018

Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018.

[BibT_eX]

[DOI]

Early Text Classification Using Multi-Resolution Concept Representations.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media.

[BibT_eX]

[DOI]

Gustavo Aguilar

Fabio Augusto González Osorio

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

MPST: A Corpus of Movie Plot Synopses with Tags.

[BibT_eX]

[DOI]

Sudipta Kar

Suraj Maharjan

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

PEIMEX at eRisk2018: Emphasizing Personal Information for Depression and Anorexia Detection.

[BibT_eX]

[DOI]

Anilu Franco-Arcega

Proceedings of the Working Notes of CLEF 2018, 2018

A Straightforward Multimodal Approach for Author Profiling: Notebook for PAN at CLEF 2018.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2018, 2018

Evaluation of Type Inference with Textual Cues.

[BibT_eX]

[DOI]

Amirreza Shirani

Mohammad Amin Alipour

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Early detection of deception and aggressiveness using profile-based representations.

[BibT_eX]

[DOI]

Sara Elena Garza Villarreal

Expert Syst. Appl., 2017

Social-Media Users can be profiled by their Similarity with other Users.

[BibT_eX]

[DOI]

Alan Alexis Farias-Anzaldua

Proceedings of the Working Notes of CLEF 2017, 2017

UACH-INAOE participation at eRisk2017.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2017, 2017

A Multi-task Approach for Named Entity Recognition in Social Media Data.

[BibT_eX]

[DOI]

Gustavo Aguilar

Suraj Maharjan

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

Improving the BoVW via discriminative visual n-grams and MKL strategies.

[BibT_eX]

[DOI]

Angel Cruz-Roa

Neurocomputing, 2016

Evaluating Topic-Based Representations for Author Profiling in Social Media.

[BibT_eX]

[DOI]

Iván Meza

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

INAOE's participation at ImageCLEF 2016: Text Illustration Task.

[BibT_eX]

[DOI]

Luis Pellegrin

Proceedings of the Working Notes of CLEF 2016, 2016

I, Me, Mine: The Role of Personal Phrases in Author Profiling.

[BibT_eX]

[DOI]

Anilu Franco-Arcega

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015

Discriminative subprofile-specific representations for author profiling in social media.

[BibT_eX]

[DOI]

Efstathios Stamatatos

Knowl. Based Syst., 2015

INAOE's Participation at PAN'15: Author Profiling task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Image Classification through Text Mining techniques: a Proposal.

[BibT_eX]

[DOI]

Res. Comput. Sci., 2014

Object Recognition with Näive Bayes-NN via Prototype Generation.

[BibT_eX]

[DOI]

Mauricio Sotomayor

Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Using Intra-Profile Information for Author Profiling.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

UAMCLyR at RepLab 2013: Profiling Task.

[BibT_eX]

[DOI]

Carlos Rodríguez-Lucatero

Christian Sánchez-Sánchez

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

A New Document Author Representation for Authorship Attribution.

[BibT_eX]

[DOI]