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Eugenio Martínez-Cámara
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Viewing Publication 1 - 100 from 721
2024
Proceedings of the Doctoral Symposium on Natural Language Processing from the Proyecto ILENIA (PLN-DS-2023) held as part of the XXXIX edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), Jaén, Spain, September 28, 2023
María-Teresa Martín Valdivia
,
Eugenio Martínez-Cámara
,
M. Dolores Molina-González
,
Salud María Jiménez Zafra
, editors,
Volume 3625 of
CEUR Workshop Proceedings
, CEUR-WS.org,
2024.
[doi]
2023
Embedding Based Multilingual Atlas of Semantic Fields
Jorge Alvarado 0001
.
sepln 2023
:
36-40
[doi]
Improving Accessibility in PublicWeb Pages
César Domínguez 0001
,
Jónathan Heras
,
Félix Lanas
,
Gadea Mata
,
Julio Rubio 0001
,
Mirari San Martín
.
sepln 2023
:
21-25
[doi]
TAN-IBE: Neural Machine Translation for the Romance Languages of the Iberian Peninsula
Antoni Oliver 0001
,
Mercè Vàzquez
,
Marta Coll-Florit
,
Sergi Alvarez
,
Víctor Suárez
,
Claudi Aventín-Boya
,
Cristina Valdés
,
Mar Font
,
Alejandro Pardos
.
sepln 2023
:
45-49
[doi]
Organization
sepln 2023
:
[doi]
Preface
sepln 2023
:
[doi]
Participation of ESCOM's NLP Group at PoliticES-IberLEF2023: Voting Ensemble and Basic Machine Learning Methods Applied to Political Ideology
Ana-María Acosta-Pacheco
,
Diana-Paola De-La-Cruz-Sierra
,
Hannah Gu
,
José-Manuel Suárez-Bautista
,
Jorge Hernández-Espinoza
,
Mauricio-Gael Hernández-Lom
,
Luis-Ricardo Merino-Vázquez
,
Omar Juárez Gambino
.
sepln 2023
:
[doi]
Exploring the Distinction: Investigating the Recognition of Automatic Text Generation Systems and Differentiating Human Text from Language Models
Manex Agirrezabal
.
sepln 2023
:
[doi]
Using Vector Embeddings and Feature Vectors to Humor Identification
María Carmen Aguirre-Delgado
,
Angel Eduardo Cadena-Bautista
.
sepln 2023
:
[doi]
ELiRF-VRAIN at PoliticES-IberLEF2023: Dealing with Long Texts in Transformer-based Systems for User Profiling
Vicent Ahuir
,
Lluís-Felip Hurtado
,
Fernando García-Granada
,
Emilio Sanchis
.
sepln 2023
:
[doi]
ELiRF-VRAIN at DIPROMATS 2023: Cross-lingual Data Augmentation for Propaganda Detection
Vicent Ahuir
,
Lluís-Felip Hurtado
,
Fernando García-Granada
,
Emilio Sanchis
.
sepln 2023
:
[doi]
Enhancing Multi-modal Classification of Violent Events using Image Captioning
Daniel Vallejo Aldana
,
Adrián Pastor López-Monroy
,
Esaú Villatoro-Tello
.
sepln 2023
:
[doi]
prevenIA: a Chatbot for Information and Prevention of Suicide and other Mental Health Disorders
Pablo Ascorbe
,
María S. Campos
,
César Domínguez 0001
,
Jónathan Heras
,
Ana Rosa Terroba-Reinares
.
sepln 2023
:
26-30
[doi]
IIMAS-UNAM Team entry: Transformers Adapters for the Sentiment Analysis REST-MEX 2023
Eric Yaven Baez-Reyes
,
Isaac Barrón-Jiménez
,
Héctor Becerril-Pizarro
,
Ximena de la Luz Contreras-Mendoza
,
Iván Vladimir Meza Ruíz
.
sepln 2023
:
[doi]
NLP_SSN_CSE at HOPE2023@IberLEF : Multilingual Hope Speech Detection using Machine Learning Algorithms
Varsha Balaji
,
Aishwarya Kannan
,
Aishwarya Balaji
,
Bharathi Bhagavath Singh
.
sepln 2023
:
[doi]
Detection, Classification and Quantification of HUrtful HUmor (HUHU) on Twitter Using Classical Models, Ensemble Models, and Transformers
Hugo Albert Bonet
,
Aina Magraner Rincón
,
Alba Martínez López
.
sepln 2023
:
[doi]
QUA4I: Question Answering for the Industry 4.0 Domain. An Application of Intelligent Virtual Assistants
Iñigo López-Riobóo Botana
,
Dana Gallent-Iglesias
,
Sonia González-Vázquez
.
sepln 2023
:
81-86
[doi]
DA-VINCIS at IberLEF 2023: Detecting Aggressive and Violent Incidents from Social Media in Spanish using Text Information
Ramón Zataraín Cabada
,
María Lucía Barrón-Estrada
,
Víctor Manuel Bátiz Beltrán
,
Ramón Alberto Camacho Sapien
,
Néstor Leyva López
,
Gerardo Ángel Beltrán Ruiz
,
Brandon Antonio Cárdenas-Sainz
,
Héctor Manuel Cárdenas-López
.
sepln 2023
:
[doi]
INFOTEC-LaBD at PoliticES-IberLEF2023: Explainable Non-Linear Low-Dimensional Projections
Hiram Cabrera-Pineda
,
Eric Sadit Tellez
,
Sabino Miranda
.
sepln 2023
:
[doi]
Measuring the Role of the Verbs, Nouns, and Adjectives on the Tourist Opinions in Spanish
Nora Gabriela Carmona-Sánchez
.
sepln 2023
:
[doi]
Automatic Section Classification in Spanish Clinical Narratives Using Chunked Named Entity Recognition
Andrés Carvallo
,
Matías Rojas
,
Carlos Muñoz-Castro
,
Claudio Aracena
,
Rodrigo Guerra
,
Benjamín Pizarro
,
Jocelyn Dunstan
.
sepln 2023
:
[doi]
BUAA's team in Rest-Mex 2023 - Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach
Lisette Guadalupe Castorena-Salas
,
Fernando Sánchez-Vega
,
Adrián Pastor López-Monroy
.
sepln 2023
:
[doi]
UMSNH at RestMex 2023: An XGBoost Stacking with Pre-Trained Word-Embeddings over Data Batches
Jaime Cerda-Flores
,
Rodrigo Hernández-Mazariegos
,
Jesus Ortiz-Bejar
,
Félix Calderón-Solorio
,
José Ortiz-Bejar
.
sepln 2023
:
[doi]
Automated Text Identification Using CNN and Training Dynamics
Claudiu Creanga
,
Liviu Petrisor Dinu
.
sepln 2023
:
[doi]
DEFALAC: Automatic Detection and Generation of Fallacies Using Large Language Models Based on Deep Learning
Fermín L. Cruz
,
José A. Troyano
,
Fernando Enríquez
,
F. Javier Ortega
.
sepln 2023
:
11-15
[doi]
In Unity, There Is Strength: On Weighted Voting Ensembles for Hurtful Humour Detection
Javier Cruz
,
Lucas Elvira
,
Miguel Tabernero
,
Isabel Segura-Bedmar
.
sepln 2023
:
[doi]
Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach
Juan Cuadrado
,
Elizabeth Martinez
,
Juan Carlos Martínez Santos
,
Edwin Puertas
.
sepln 2023
:
[doi]
HiTZ Zentroa at TestLink IberLEF 2023
Adrian Cuadrón
,
Aimar Sagasti
,
Ander Barrena
,
Aitziber Atutxa
.
sepln 2023
:
[doi]
Filtering opinions in Spanish with Topics of Tourist Interest for the Sentiment Analysis Task
José de Jesús Ceballos-Mejía
,
Martha Angélica Parra-Urías
,
Miguel Ángel Álvarez Carmona
.
sepln 2023
:
[doi]
Improving Transformer by Instance Packaging for Mental Illnesses Identification
María de Jesús García-Santiago
,
Fernando Sánchez-Vega
,
Adrián Pastor López-Monroy
.
sepln 2023
:
[doi]
Towards An Artificial Intelligence (AI)-based Framework to Automatically Adapt Short Stories in Spanish into Easier and Accessible Versions
Isam Diab
.
sepln 2024
:
10-18
[doi]
CIMAT-NLP-GTO at MentalRiskES 2023: Early Detection of Mental Disorders in Spanish Messages using Style Based Models and BERT Models
Franklin Echeverría-Barú
,
Fernando Sánchez-Vega
,
Adrián Pastor López-Monroy
.
sepln 2023
:
[doi]
Semantic Planning for Multilingual Fiction Generation
Nayla Escribano
.
sepln 2024
:
19-27
[doi]
SINAI at AuTexTification in IberLEF 2023: Combining All Layer Embeddings for Automatically Generated Texts
César Espin-Riofrio
,
Jenny Ortiz-Zambrano
,
Arturo Montejo Ráez
.
sepln 2023
:
[doi]
Extraction of Stylometric Information from Spanish Documents
César Espin-Riofrío
.
sepln 2024
:
28-36
[doi]
Automatically Designing Machine Learning Models out of Natural Language
Ernesto Luis Estevanell-Valladares
.
sepln 2024
:
37-44
[doi]
Classifying Tourist Text Reviews by Means of Mutual Information Features
Alvaro Zaid Gallardo-Hernández
,
Ramón Aranda
,
Ángel Díaz-Pacheco
.
sepln 2023
:
[doi]
IVAMED: Intelligent Virtual Assistant for Medical Diagnosis
Dana Gallent-Iglesias
,
Santiago Serantes-Raposo
,
Iñigo López-Riobóo Botana
,
Sonia González-Vázquez
,
Pablo Manuel Fernandez-Graña
.
sepln 2023
:
87-92
[doi]
ELiRF at ClinAIS Task: Automatic Identification of Sections in Clinical Documents
Pere Marco Garcia
,
María José Castro Bleda
,
Encarna Segarra
,
Lluís-Felip Hurtado
.
sepln 2023
:
[doi]
Automatic Detection of Hope Speech
Daniel García-Baena
.
sepln 2024
:
45-51
[doi]
Balancing of Tourist Opinions for Sentiment Analysis Task
Andrea Bethsabe García-Gutiérrez
,
Pablo Emilio López-Ávila
,
Pedro Adair Gallegos-Ávila
,
Ramón Aranda
,
Miguel Ángel Álvarez Carmona
.
sepln 2023
:
[doi]
Dimensionality Reduction Techniques to Detect Hurtful Humour
Pablo Sánchez García
,
Constantino Martínez de la Rosa
.
sepln 2023
:
[doi]
Progress in the Modeling of Violent Messages in Spanish Social Networks
Beatriz Botella Gil
.
sepln 2024
:
1-9
[doi]
Ingeotec at Rest-Mex: Bag-of-Words Classifiers
Mario Graff
,
Daniela Moctezuma 0001
,
Eric Sadit Tellez
,
Sabino Miranda
.
sepln 2023
:
[doi]
Ingeotec at DA-VINCIS: Bag-of-Words Classifiers
Mario Graff
,
Daniela Moctezuma 0001
,
Eric Sadit Tellez
,
Sabino Miranda
.
sepln 2023
:
[doi]
CONVERSA: Effective and Efficient Resources and Models for Transformative Conversational AI in Spanish and Co-official Languages
David Griol
,
Ksenia Kharitonova
,
David Pérez-Fernández
,
Asier Gutiérrez-Fandiño
,
Zoraida Callejas
.
sepln 2023
:
70-74
[doi]
Automated Text Identification: Multilingual Transformer-based Models Approach
German Gritsay
,
Andrey Grabovoy
,
Aleksandr Kildyakov
,
Yury Chekhovich
.
sepln 2023
:
[doi]
CMM PLN at MentalRiskES: A Traditional Machine Learning Approach for Detection of Eating Disorders and Depression in Chat Messages
Rodrigo Guerra
,
Benjamín Pizarro
,
Carlos Muñoz-Castro
,
Andrés Carvallo
,
Matías Rojas
,
Claudio Aracena
,
Jocelyn Dunstan
.
sepln 2023
:
[doi]
Two-stage Fine-Tuning for Automatic Identification of Sections in Clinical Documents
Jónathan Heras
.
sepln 2023
:
[doi]
Detection of Violent Events in Social Media: DA-VINCIS 2023
Braulio Hernández-Minutti
,
Jesús Alejandro Olivares-Padilla
,
Ricardo Valerio-Carrera
,
Omar Juárez Gambino
.
sepln 2023
:
[doi]
Tuning HeLI-OTS for Guarani-Spanish Code Switching Analysis
Tommi Jauhiainen
,
Heidi Jauhiainen
,
Krister Lindén
.
sepln 2023
:
[doi]
A Single Model Based on Beto to Classify Spanish Tourist Opinions Through the Random Instances Selection
Juan David Jurado-Buch
,
Ever Sebastian Minayo-Díaz
,
Jhony Alexander Tello
,
Kaily Estefanía Chaucanes
,
Laura Valentina Salazar
,
Mauricio Daniel Oquendo-Coral
,
Miguel Ángel Álvarez Carmona
.
sepln 2023
:
[doi]
Leveraging Ensemble Voting and Fine-Tuning Strategies in Pre-Trained Transformers to Detect Prejudicial Tweets and Hurtful Humour
Jay Kaoshik
,
Sharmila Banu Kather
.
sepln 2023
:
[doi]
Eating Disorders Detection by means of Deep Learning
Xabier Larrayoz
,
Nuria Lebeña
,
Arantza Casillas
,
Alicia Pérez
.
sepln 2023
:
[doi]
Dataverse at PoliticES-IberLEF2023
Pablo Emilio López-Ávila
,
Andrea Bethsabe García-Gutiérrez
,
Pedro Adair Gallegos-Ávila
,
Ramón Aranda
,
Miguel Ángel Álvarez Carmona
.
sepln 2023
:
[doi]
Enriching Natural Language Processing Systems with Semantic-Pragmatic Information through Communicative Intentions
María Miró Maestre
.
sepln 2024
:
68-76
[doi]
Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers
Duván-Andrés Marrugo-Tobón
,
Juan Carlos Martínez Santos
,
Edwin Puertas
.
sepln 2023
:
[doi]
Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model
Elizabeth Martinez
,
Juan Cuadrado
,
Daniel Peña
,
Juan Carlos Martínez Santos
,
Edwin Puertas
.
sepln 2023
:
[doi]
Seeking Clustering Excellence: Unleashing the Power of Sentence Transformers and Preprocessing Techniques
Javier Alonso Mencía
.
sepln 2023
:
[doi]
Unlocking Sentiments: Exploring the Power of NLP Transformers in Review Analysis
Javier Alonso Mencía
.
sepln 2023
:
[doi]
Simple Ideas@TESTLINK: RElying On FiNER Models
Marius Micluta-Câmpeanu
,
Liviu Petrisor Dinu
.
sepln 2023
:
[doi]
AI-Writing Detection Using an Ensemble of Transformers and Stylometric Features
George K. Mikros
,
Athanasios Koursaris
,
Dimitrios Bilianos
,
George Markopoulos
.
sepln 2023
:
[doi]
Analyzing Sentiment, Attraction Type, and Country in Spanish Language TripAdvisor Reviews Using Language Models
Pedro Mirabal
,
Suilen Hernández Alvarado
,
José Ignacio Abreu Salas
.
sepln 2023
:
[doi]
Artificial Intelligence-Based Text Classification: Separating Human Writing from Computer Generated Writing
Luis Enrique Morales-Márquez
,
Erick Barrios González
,
David Eduardo Pinto Avendaño
.
sepln 2023
:
[doi]
LKE-IIMAS team at Rest-Mex 2023: Sentiment Analysis on Mexican Tourism Reviews using Transformer-Based Domain Adaptation
Victor Giovanni Morales Murillo
,
Helena Gómez-Adorno
,
David Pinto 0001
,
Ilyan Alexey Cortés-Miranda
,
Pierre Delice
.
sepln 2023
:
[doi]
LinkMed: Entity Recognition and Relation Extraction from Clinical Notes in Spanish
Carlos Muñoz-Castro
,
Andrés Carvallo
,
Matías Rojas
,
Claudio Aracena
,
Rodrigo Guerra
,
Benjamín Pizarro
,
Jocelyn Dunstan
.
sepln 2023
:
[doi]
LyS A Coruña at GUA-SPA@IberLEF2023: Multi-Task Learning with Large Language Model Encoders for Guarani-Spanish Code Switching Analysis
Alberto Muñoz-Ortiz
,
David Vilares 0001
.
sepln 2023
:
[doi]
AI4Labour: Reshaping Labour Force Participation with Artificial Intelligence
María Navas-Loro
,
Julián Arenas-Guerrero
,
Elena Montiel-Ponsoda
.
sepln 2023
:
5-10
[doi]
Zootopi at HOPE2023@IberLEF: Is Zero-Shot ChatGPT the Future of Hope Speech Detection?
Anh Ngo
,
Hanh Thi Hong Tran
.
sepln 2023
:
[doi]
Identification of Complex Words in the Academic Domain in Spanish
Jenny Ortiz-Zambrano
.
sepln 2024
:
77-85
[doi]
Cross-task Interaction Mechanism for Humour Prejudice Detection
Minna Peng
,
Nankai Lin
.
sepln 2023
:
[doi]
CICESE at DA-VINCIS 2023: Violent Events Detection in Twitter using Data Augmentation Techniques
Esteban Ponce-León
,
Irvin Hussein López-Nava
.
sepln 2023
:
[doi]
The ITML Submission to the IberLEF2023 Shared Task on Guarani-Spanish Code Switching Analysis
Robert Pugh
,
Francis M. Tyers
.
sepln 2023
:
[doi]
Thematic Unsupervised Classification of Tourist Texts using Latent Semantic Analysis and K-Means
Julio Madera Quintana
,
Anibal Hernández-Gónzalez
,
Yoan Martínez López
.
sepln 2023
:
[doi]
An Ensemble Based Clustering Approach to Group Mexican News
Jorge Ramos-Zavaleta
,
Adrian Rodríguez
,
Lizbeth Rodríguez
,
Jean Arreola-Trapala
.
sepln 2023
:
[doi]
Machine Learning Techniques For Fine-grained Speech Detection Task
Erika Rivadeneira-Pérez
,
María de Jesús García-Santiago
,
Cipriano Callejas-Hernández
.
sepln 2023
:
[doi]
Leveraging LDA Topic Modeling and BERT Embeddings for Thematic Unsupervised Classification of Tourism News in Rest-Mex Competition
Erika Rivadeneira-Pérez
,
Cipriano Callejas-Hernández
.
sepln 2023
:
[doi]
Automated Media Bias Detection: Challenges and Opportunities
Francisco-Javier Rodrigo-Ginés
.
sepln 2024
:
86-94
[doi]
URJC-Team at MEDDOPLACE 2023: Bi-LSTM and Transformers for Medical Document Place-Related Content Extraction
David Roldán-Álvarez
,
Miguel Ángel Rodríguez-García
,
Soto Montalvo-Herranz
,
Raquel Martínez-Unanue 0001
.
sepln 2023
:
[doi]
Entity Modelling through Ontologies and Large Language Models
Fabio Antonio Yáñez Romero
.
sepln 2024
:
104-110
[doi]
Hate Speech Detection Against the Mexican Spanish LGBTQ+ Community Using BERT-based Transformers
Carlos Fernández Rosauro
,
Montse Cuadros
.
sepln 2023
:
[doi]
UC3M at Da-Vincis-2023: using BETO for Detection of Aggressive and Violent Incidents on Social Networks
Jorge Luis Saavedra Rubio
,
Alejandro Valbuena Almeida
,
Isabel Segura-Bedmar
.
sepln 2023
:
[doi]
Building Robust Models for Detecting Offensive Content and Quantifying Prejudice in Online Platforms
David Borregón Sacristán
,
Antonio Pérez Muñoz
,
Lucas Sebastián Peris
.
sepln 2023
:
[doi]
What if We Use Fewer Data to Classify Tourist Opinions in Spanish?
Federico Sandoval
.
sepln 2023
:
[doi]
RETUYT-InCo Submission at HUHU 2023: Detecting Humor and Prejudice through Supervised Methods
Ignacio Sastre
,
Alexis Baladón
,
Mauricio Berois
,
Fernanda Cánepa
,
Agustín Lucas
,
Santiago Castro
,
Santiago Góngora
,
Luis Chiruzzo
.
sepln 2023
:
[doi]
Using Linguistic Knowledge for Automated Text Identification
Lara Alonso Simón
,
José Antonio Gonzalo Gimeno
,
Ana María Fernández-Pampillón Cesteros
,
Marianela Fernández Trinidad
,
María Victoria Escandell Vidal
.
sepln 2023
:
[doi]
UC3M at PoliticEs 2023: Applying The Basics
Brandon Solo
,
Martha María Del Toro Carballo
,
Manuel Santiago Fernández-Arias
,
Isabel Segura-Bedmar
.
sepln 2023
:
[doi]
ABCD Team at FinancES 2023: An Unified Generative Framework for the Financial Targeted Sentiment Analysis in Spanish
Dang Van Thin
,
Nguyen Ba Dai
,
Duong Ngoc Hao
,
Ngan Luu-Thuy Nguyen
.
sepln 2023
:
[doi]
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023
Horacio Thompson
,
Marcelo Errecalde
.
sepln 2023
:
[doi]
Text Classification For Early Detection of Eating Disorders and Depression in Spanish
Pablo Turón
,
David Cabestany
,
Naiara Pérez
,
Montse Cuadros
.
sepln 2023
:
[doi]
Exploring Readability Assessment and Text Simplification for Science Documents within a Multilingual Educational Context
Suna Seyma Uçar
.
sepln 2024
:
95-103
[doi]
Exploring Text Representations for Detecting Automatically Generated Text
Zayra Villegas-Trejo
,
Helena Gómez-Adorno
,
Sergio-Luis Ojeda-Trueba
.
sepln 2023
:
[doi]
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023
Simon Sanchez Viloria
,
Daniel Peix del Río
,
Rubén Bermúdez Cabo
,
Guillermo Arturo Arrojo Fuentes
,
Isabel Segura-Bedmar
.
sepln 2023
:
[doi]
LLI-UAM Team at FinancES 2023: Noise, Data Augmentation and Hallucinations
Jordi Porta Zamorano
,
Yanco Torterolo
,
Antonio Moreno-Sandoval
.
sepln 2023
:
[doi]
Multilingual Information Extraction in Clinical Texts Using Deep Learning Approaches
Elena Zotova
.
sepln 2024
:
111-119
[doi]
SPIN at MentalRiskES 2023: Transformer-Based Model for Real-Life Depression Detection in Messaging Apps
Irune Zubiaga
,
Raquel Justo
.
sepln 2023
:
[doi]
URJC-Team at PoliticES-IberLEF2023: Political Ideology Detection Using Hybrid Architecture
Miguel Ángel Rodríguez-García
.
sepln 2023
:
[doi]
URJC-Team at HOPE2023@IberLEF: Multilingual Hope Speech Detection Using Transformers Architecture
Miguel Ángel Rodríguez-García
,
Adrián Riaño-Martínez
,
Soto Montalvo-Herranz
.
sepln 2023
:
[doi]
URJC-Team at FinancES 2023: Financial Targeted Sentiment Analysis in Spanish Combining Transformers
Miguel Ángel Rodríguez-García
,
Adrián Riaño-Martínez
,
David Roldán-Álvarez
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Soto Montalvo-Herranz
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sepln 2023
:
[doi]
Detecting HUrtful HUmour on Twitter using Fine-Tuned Transformers and 1D Convolutional Neural Networks
Iván Árcos
,
Jaime Pérez
.
sepln 2023
:
[doi]
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