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<span class="CEURVOLNR">Vol-3756</span> <br>
<span class="CEURURN">urn:nbn:de:0074-3756-8</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright © 2024 for 
the individual papers by the papers' authors. 
Copyright © <span class="CEURPUBYEAR">2024</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
Creative Commons License Attribution 4.0 International
<a href="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</a>.</p>
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<h1><a href="https://sites.google.com/view/iberlef-2024/home"><span class="CEURVOLACRONYM">IberLEF 2024</span></a><br>
<span class="CEURVOLTITLE">Iberian Languages Evaluation Forum 2024</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024)</span><br>
co-located with the Conference of the Spanish Society for Natural Language Processing (<span class="CEURCOLOCATED">SEPLN 2024</span>)<br>
</h3>
<h3><span class="CEURLOCTIME">Valladolid, Spain, September 24, 2024</span>.</h3> 

<br>
<b> Edited by </b>
<p>

</p><h3>
   
   <span class="CEURVOLEDITOR">Salud María Jiménez-Zafra</span> *<br>
   <span class="CEURVOLEDITOR">Luis Chiruzzo</span> **<br>
   <span class="CEURVOLEDITOR">Francisco Rangel</span> ***<br>
   <span class="CEURVOLEDITOR">Fazlourrahman Balouchzahi</span> ****<br>
   <span class="CEURVOLEDITOR">Ulisses B. Corrêa</span> *****<br>
   <span class="CEURVOLEDITOR">Alba Bonet Jover</span> ******<br>
   <span class="CEURVOLEDITOR">Helena Gómez-Adorno</span> *******<br>
   <span class="CEURVOLEDITOR">José Ángel González Barba</span> ***<br>
   <span class="CEURVOLEDITOR">Delia Irazú Hernández Farı́as</span> ********<br>
   <span class="CEURVOLEDITOR">Arturo Montejo Ráez</span> *<br>
   <span class="CEURVOLEDITOR">Pablo Moral</span> *********<br>
   <span class="CEURVOLEDITOR">Carlos Rodríguez Abellán</span> **********<br>
   <span class="CEURVOLEDITOR">María Estrella Vallecillo Rodríguez</span> *<br>
   <span class="CEURVOLEDITOR">Mariona Taulé</span> ***********<br>
   <span class="CEURVOLEDITOR">Rafael Valencia-García</span> ************<br>

</h3>

* <a href="https://www.ujaen.es/">Computer Science Department, SINAI, CEATIC, Universidad de Jaén</a>,
	Spain<br>
** <a href="https://udelar.edu.uy/portal/">Universidad de la República, Montevideo</a>,
	Uruguay<br>
*** <a href="https://www.symanto.com/">Symanto Research, Valencia</a>,
	Spain<br>
**** <a href="https://www.cic.ipn.mx/">Instituto Politécnico Nacional (IPN), Centro de Investigación en Computación (CIC), Mexico City</a>,
	Mexico<br>
***** <a href="https://portal.ufpel.edu.br/es/">Universidade Federal de Pelotas, RS</a>,
	Brazil<br>
****** <a href="https://www.dlsi.ua.es/?id=eng">Department of Software and Computing Systems, University of Alicante</a>,
	Spain<br>
******* <a href="https://www.iimas.unam.mx/"> Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas, Universidad Nacional Autónoma de México</a>,
	Mexico<br>
******** <a href="https://ccc.inaoep.mx/index.php">Instituto Nacional de Astrofísica, Óptica y Electrónica</a>,
Mexico<br>
********* <a href="https://www.uned.es/universidad/inicio/en/">Universidad Nacional de Educación a Distancia</a>,
	Spain<br>
********** <a href="https://www.fujitsu.com/global/services/business-services/data-intelligence/">CoE of Data Intelligence, Fujitsu, Madrid</a>,
	Spain<br>
*********** <a href="https://clic.ub.edu/en/que-es-clic">CLiC, UBICS, Universitat de Barcelona</a>,
	Spain<br>
************ <a href="https://www.um.es/web/informatica/">Facultad de Informática, Universidad de Murcia</a>,
	Spain<br>
	
  <br>

<hr>

<br><br><br>



<div class="CEURTOC">
<h2> Table of Contents </h2>


<ul>
<li id="preface">
<a href="https://ceur-ws.org/Vol-3756/preface.pdf">Preface</a><br>
Summary: There were <span class="CEURSUBMITTEDPAPERS">84</span> papers submitted for the 12 shared tasks. All 
<span class="CEURACCEPTEDPAPERS">84</span> submissions were accepted. These papers describe the participation of around 289 research groups from 23 countries, in 12 different NLP tasks.
</li>
</ul>

<ul>
<li id="organization">
<a href="https://ceur-ws.org/Vol-3756/organization.pdf">Organization</a><br>
</li>
</ul>

<ul>

<li id="overview"><a href="overview.pdf">
		<span class="CEURTITLE">Overview of IberLEF 2024: Natural Language
      Processing Challenges for Spanish and other Iberian
      Languages</span></a><br>
		<span class="CEURAUTHOR">Luis Chiruzzo</span>, 
		<span class="CEURAUTHOR">Salud María Jiménez-Zafra</span>,
		<span class="CEURAUTHOR">Francisco Rangel</span>
	</li>

</ul>
<br>

<h2> AUTOMATICALLY GENERATED TEXTS IDENTIFICATION </h2>

  <h3><span class="CEURSESSION">Automated Text Identification on Languages of the Iberian Peninsula Shared Task (Iber AuTexTification)</span></h3>

  <ul>
    
  <li id="IberAuTexTification2024_paper1"><a href="IberAuTexTification2024_paper1.pdf">
  <span class="CEURTITLE">SINAI at IberAuTexTification in IberLEF 2024: Perplexity Metrics and Text Features for Classifying Automatically Generated Text</span></a> <br>
  <span class="CEURAUTHOR">César Espin-Riofrio</span>,
  <span class="CEURAUTHOR">Jenny Ortiz-Zambrano</span>,
  <span class="CEURAUTHOR">Arturo Montejo-Ráez</span>
  </li>
  
  <li id="IberAuTexTification2024_paper2"><a href="IberAuTexTification2024_paper2.pdf">
  <span class="CEURTITLE">KaramiTeam at IberAuTexTification: Soft Voting Ensemble for Distinguishing AI-Generated Texts</span></a> <br>
  <span class="CEURAUTHOR">Mohammad Karami Sheykhlan</span>,
  <span class="CEURAUTHOR">Saleh Kheiri Abdoljabbar</span>,
  <span class="CEURAUTHOR">Mona Nouri Mahmoudabad</span>
  </li>
  
  <li id="IberAuTexTification2024_paper3"><a href="IberAuTexTification2024_paper3.pdf">
  <span class="CEURTITLE">Multidimensional Text Feature Analysis: Unveiling the Veil of Automatically Generated Text</span></a> <br>
  <span class="CEURAUTHOR">Mingcan Guo</span>,
  <span class="CEURAUTHOR">Zhongyuan Han</span>,
  <span class="CEURAUTHOR">Xintian Wang</span>,
  <span class="CEURAUTHOR">Jiangao Peng</span>
  </li>
  
  <li id="IberAuTexTification2024_paper4"><a href="IberAuTexTification2024_paper4.pdf">
  <span class="CEURTITLE">Human After All: Using Transformer Based Models to Identify Automatically Generated Text</span></a> <br>
  <span class="CEURAUTHOR">Jorge Fernández García</span>,
  <span class="CEURAUTHOR">Isabel Segura-Bedmar</span>
  </li>
  
  <li id="IberAuTexTification2024_paper5"><a href="IberAuTexTification2024_paper5.pdf">
  <span class="CEURTITLE">Telescope: Discovering Multilingual LLM Generated Texts with Small Specialized Language Models</span></a> <br>
  <span class="CEURAUTHOR">Héctor Cerezo-Costas</span>,
  <span class="CEURAUTHOR">Pedro Alonso-Doval</span>,
  <span class="CEURAUTHOR">Maximiliano Hormazábal-Lagos</span>,
  <span class="CEURAUTHOR">Aldan Creo</span>
  </li>
  
  <li id="IberAuTexTification2024_paper6"><a href="IberAuTexTification2024_paper6.pdf">
  <span class="CEURTITLE">Automated Text Identification on Languages of the Iberian Peninsula: LLM and BERT-based Models Aggregation</span></a> <br>
  <span class="CEURAUTHOR">German Gritsai</span>,
  <span class="CEURAUTHOR">Andrey Grabovoy</span>
  </li>
  
  <li id="IberAuTexTification2024_paper7"><a href="IberAuTexTification2024_paper7.pdf">
  <span class="CEURTITLE">The iimasNLP team at IberAuTexTification 2024: Integrating Graph Neural Networks, Multilingual LLMs, and Stylometry for Automatic Text Identification</span></a> <br>
  <span class="CEURAUTHOR">Andric Valdez-Valenzuela</span>,
  <span class="CEURAUTHOR">Ricardo Loth Zavala-Reyes</span>,
  <span class="CEURAUTHOR">Victor Giovanni Morales-Murillo</span>,
  <span class="CEURAUTHOR">Helena Goméz-Adorno</span>
  </li>
  
  </ul>

<h2> BIOMEDICAL NLP </h2>

  <h3><span class="CEURSESSION">NER in Genomic Variants and related Diseases in Spanish (GenoVarDis)</span></h3>

  <ul>
    
  <li id="GenoVarDis2024_paper1"><a href="GenoVarDis2024_paper1.pdf">
  <span class="CEURTITLE">FRE at GenoVarDis: A sane approach to Disease and Genomic Variant NER</span></a> <br>
  <span class="CEURAUTHOR">Ander Martínez</span>
  </li>

  <li id="GenoVarDis2024_paper2"><a href="GenoVarDis2024_paper2.pdf">
  <span class="CEURTITLE">GenoVarDis@IberLEF2024: Automatic Genomic Variants and Related Diseases using Named Entity Recognition with Large Language Models</span></a> <br>
  <span class="CEURAUTHOR">Víctor Manuel Oliveros</span>
  </li>

  <li id="GenoVarDis2024_paper3"><a href="GenoVarDis2024_paper3.pdf">
  <span class="CEURTITLE">ELiRF at GenoVarDis Task: NER in Genomic Variants and related Diseases</span></a> <br>
  <span class="CEURAUTHOR">Pere Marco</span>,
  <span class="CEURAUTHOR">Encarna Segarra</span>,
  <span class="CEURAUTHOR">Lluís-Felip Hurtado</span>
  </li>

  <li id="GenoVarDis2024_paper4"><a href="GenoVarDis2024_paper4.pdf">
  <span class="CEURTITLE">Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language Models</span></a> <br>
  <span class="CEURAUTHOR">Milindi Kodikara</span>,
  <span class="CEURAUTHOR">Karin Verspoor</span>
  </li>

  <li id="GenoVarDis2024_paper5"><a href="GenoVarDis2024_paper5.pdf">
  <span class="CEURTITLE">IIMASnlp at GenoVarDis Task: Exploring Zero-shot and CRF Approaches to NER Task in Genomic Variants and Related Diseases</span></a> <br>
  <span class="CEURAUTHOR">Orlando Ramos-Flores</span>,
  <span class="CEURAUTHOR">Helena Gómez-Adorno</span>,
  <span class="CEURAUTHOR">Edgardo Galán-Vásquez</span>
  </li>

  <li id="GenoVarDis2024_paper6"><a href="GenoVarDis2024_paper6.pdf">
  <span class="CEURTITLE">Named Entity Recognition in Scientific Texts Using Long Short-Term Memory Networks</span></a> <br>
  <span class="CEURAUTHOR">Ana Laura Lezama-Sánchez</span>,
  <span class="CEURAUTHOR">Mireya Tovar Vidal</span>
  </li>

  </ul>

<h2> COUNTER SPEECH </h2>

  <h3><span class="CEURSESSION">Automatic Generation of Counter Speech in Spanish (RefutES)</span></h3>

  <ul>

  <li id="RefutES2024_paper1"><a href="RefutES2024_paper1.pdf">
  <span class="CEURTITLE">Ixa at RefutES 2024: Leveraging Language Models for Counter Narrative Generation</span></a> <br>
  <span class="CEURAUTHOR">Irune Zubiaga</span>,
  <span class="CEURAUTHOR">Aitor Soroa</span>,
  <span class="CEURAUTHOR">Rodrigo Agerri</span>
  </li>

  </ul>

<h2> EARLY RISK PREDICTION ON THE INTERNET </h2>

  <h3><span class="CEURSESSION">Early detection of mental disorders risk in Spanish (MentalRiskES)</span></h3>

  <ul>
    
  <li id="MentalRiskES2024_paper1"><a href="MentalRiskES2024_paper1.pdf">
  <span class="CEURTITLE">Mental Disorder Detection in Spanish: Hands on Skewed Class Distribution to Leverage Training</span></a> <br>
  <span class="CEURAUTHOR">Xabier Larrayoz</span>,
  <span class="CEURAUTHOR">Arantza Casillas</span>,
  <span class="CEURAUTHOR">Maite Oronoz</span>,
  <span class="CEURAUTHOR">Alicia Pérez</span>
  </li>

  <li id="MentalRiskES2024_paper2"><a href="MentalRiskES2024_paper2.pdf">
  <span class="CEURTITLE">UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders</span></a> <br>
  <span class="CEURAUTHOR">Jorge Fernandez-Hernandez</span>,
  <span class="CEURAUTHOR">Hermenegildo Fabregat</span>,
  <span class="CEURAUTHOR">Andres Duque</span>,
  <span class="CEURAUTHOR">Lourdes Araujo</span>,
  <span class="CEURAUTHOR">Juan Martinez-Romo</span>
  </li>

  <li id="MentalRiskES2024_paper3"><a href="MentalRiskES2024_paper3.pdf">
  <span class="CEURTITLE">ELiRF-VRAIN at MentalRiskES 2024: Using LongFormer for Early Detection of Mental Disorders Risk</span></a> <br>
  <span class="CEURAUTHOR">Andreu Casamayor</span>,
  <span class="CEURAUTHOR">Vicent Ahuir</span>,
  <span class="CEURAUTHOR">Antonio Molina</span>,
  <span class="CEURAUTHOR">Lluís-Felip Hurtado</span>
  </li>

  <li id="MentalRiskES2024_paper4"><a href="MentalRiskES2024_paper4.pdf">
  <span class="CEURTITLE">UMUTeam at MentalRiskES@IberLEF 2024: Using the Fine-Tuning Approach of Transformer-Based Models with Sentiment Feature for Early Detection of Mental Disorders</span></a> <br>
  <span class="CEURAUTHOR">Ronghao Pan</span>,
  <span class="CEURAUTHOR">José Antonio García-Díaz</span>,
  <span class="CEURAUTHOR">Rafael Valencia-García</span>
  </li>

  <li id="MentalRiskES2024_paper5"><a href="MentalRiskES2024_paper5.pdf">
  <span class="CEURTITLE">BUAP_01 at MentalRiskES 2024: Detection of Depression and Anxiety Using Features Based on Tagging</span></a> <br>
  <span class="CEURAUTHOR">Erick Barrios González</span>,
  <span class="CEURAUTHOR">Mireya Tovar Vidal</span>
  </li>

  <li id="MentalRiskES2024_paper6"><a href="MentalRiskES2024_paper6.pdf">
  <span class="CEURTITLE">Early Risk Detection for Mental Health Disorders: UnibucAI at MentalRiskES 2024</span></a> <br>
  <span class="CEURAUTHOR">Cristian Daniel Păduraru</span>,
  <span class="CEURAUTHOR">Ion Marian Anghelina</span>
  </li>

  <li id="MentalRiskES2024_paper7"><a href="MentalRiskES2024_paper7.pdf">
  <span class="CEURTITLE">UNED_MRES Team at MentalRiskES2024: Exploring Hybrid Approaches to Detect Mental Disorder Risks in Social Media</span></a> <br>
  <span class="CEURAUTHOR">Modesto Sierra-Callau</span>,
  <span class="CEURAUTHOR">Miguel Ángel Rodríguez-García</span>,
  <span class="CEURAUTHOR">Soto Montalvo-Herranz</span>,
  <span class="CEURAUTHOR">Raquel Martínez-Unanue</span>
  </li>

  <li id="MentalRiskES2024_paper8"><a href="MentalRiskES2024_paper8.pdf">
  <span class="CEURTITLE">Automated Detection of Depression and Anxiety Using Lexical and Phonestheme Features in Spanish Texts</span></a> <br>
  <span class="CEURAUTHOR">Elizabeth Martinez</span>,
  <span class="CEURAUTHOR">Juan Cuadrado</span>,
  <span class="CEURAUTHOR">Juan Carlos Martinez-Santos</span>,
  <span class="CEURAUTHOR">Edwin Puertas</span>
  </li>

  <li id="MentalRiskES2024_paper9"><a href="MentalRiskES2024_paper9.pdf">
  <span class="CEURTITLE">Participation of UC3M-DAD on MentalRiskES Task at IberLEF 2024</span></a> <br>
  <span class="CEURAUTHOR">Dario Muñoz-Muñoz</span>,
  <span class="CEURAUTHOR">Alvaro Marco-Perez</span>,
  <span class="CEURAUTHOR">David Ramirez</span>
  </li>

  <li id="MentalRiskES2024_paper10"><a href="MentalRiskES2024_paper10.pdf">
  <span class="CEURTITLE">Comparative Analysis of Machine Learning and Transformer Models for Detecting Suicidal Ideation in Social Media Texts</span></a> <br>
  <span class="CEURAUTHOR">Viankail Cedillo-Castelán</span>
  </li>

  </ul>

<h2> HARMFUL AND INCLUSIVE CONTENT </h2>

  <h3><span class="CEURSESSION">DETEction and classification of racial STereotypes in Spanish - Learning with Disagreement (DETESTS-Dis)</span></h3>

  <ul>
    
  <li id="DETESTS-Dis2024_paper1"><a href="DETESTS-Dis2024_paper1.pdf">
  <span class="CEURTITLE">I2C-Huelva at IberLEF-2024 DETESTS-Dis: Learning from Divergence to Identify Explicit and Implicit Racial Stereotypes in Spanish Texts</span></a> <br>
  <span class="CEURAUTHOR">Manuel Cerrejón-Naranjo</span>,
  <span class="CEURAUTHOR">Manuel Guerrero-García</span>,
  <span class="CEURAUTHOR">Jacinto Mata-Vázquez</span>,
  <span class="CEURAUTHOR">Victoria Pachón-Álvarez</span>
  </li>

  <li id="DETESTS-Dis2024_paper2"><a href="DETESTS-Dis2024_paper2.pdf">
  <span class="CEURTITLE">UC3M-sas at IberLEF2024 DETESTS-Dis tasks</span></a> <br>
  <span class="CEURAUTHOR">Adrián Gónzalez Sánchez</span>,
  <span class="CEURAUTHOR">David Santiago García-Chicangana</span>,
  <span class="CEURAUTHOR">Santiago Rondón Galvis</span>
  </li>

  <li id="DETESTS-Dis2024_paper3"><a href="DETESTS-Dis2024_paper3.pdf">
  <span class="CEURTITLE">TaiDepZai999_UIT_AIC at IberLEF 2024 DETEST-Dis task: Classification of racial stereotypes in Spanish With Ensemble Learning Methods and BERT-based Adapter Head</span></a> <br>
  <span class="CEURAUTHOR">Le Duc Tai</span> 
  </li>

  </ul>


  <h3><span class="CEURSESSION">Detection of Inappropriate Memes from Mexico (DIMEMEX)</span></h3>

  <ul>
    
  <li id="DIMEMEX2024_paper1"><a href="DIMEMEX2024_paper1.pdf">
  <span class="CEURTITLE">CLTL at DIMEMEX Shared Task: Fine-Grained Detection of Hate Speech in Memes</span></a> <br>
  <span class="CEURAUTHOR">Yeshan Wang</span>,
  <span class="CEURAUTHOR">Ilia Markov</span>
  </li>

  <li id="DIMEMEX2024_paper2"><a href="DIMEMEX2024_paper2.pdf">
  <span class="CEURTITLE">DIMEMEX-2024: CyT at DIMEMEX: Leveraging Data Augmentation for the Detection of Hate Speech in Memes</span></a> <br>
  <span class="CEURAUTHOR">Mario García-Hidalgo</span>,
  <span class="CEURAUTHOR">Mario García-Rodríguez</span>,
  <span class="CEURAUTHOR">Jorge Payno</span>,
  <span class="CEURAUTHOR">María Fernanda Salerno</span>
  <span class="CEURAUTHOR">Isabel Segura-Bedmar</span>
  </li>

  <li id="DIMEMEX2024_paper3"><a href="DIMEMEX2024_paper3.pdf">
  <span class="CEURTITLE">Multimodal Hate Speech Detection in Memes from Mexico using BLIP</span></a> <br>
  <span class="CEURAUTHOR">Fariha Maqbool</span>,
  <span class="CEURAUTHOR">Elisabetta Fersini</span>
  </li>

  <li id="DIMEMEX2024_paper4"><a href="DIMEMEX2024_paper4.pdf">
  <span class="CEURTITLE">ITC at DIMEMEX: When hate goes Viral: Detection of Hate Speech in Mexican Memes Using Transformers</span></a> <br>
  <span class="CEURAUTHOR">Ramón Zatarain Cabada</span>,
  <span class="CEURAUTHOR">María Lucía Barrón Estrada</span>,
  <span class="CEURAUTHOR">Ramón Alberto Camacho Sapien</span>,
  <span class="CEURAUTHOR">Víctor Manuel Bátiz Beltrán</span>,
  <span class="CEURAUTHOR">Néstor Leyva López</span>,
  <span class="CEURAUTHOR">Manuel Alberto Sotelo Rivas</span>
  </li>

  <li id="DIMEMEX2024_paper5"><a href="DIMEMEX2024_paper5.pdf">
  <span class="CEURTITLE">UCM’s Participation to the 2024 DIMEMEX Task: Automatic Detection of Inappropriate Memes in Mexico</span></a> <br>
  <span class="CEURAUTHOR">Aisha Aman Parveen</span> 
  </li>

  </ul>


  <h3><span class="CEURSESSION">Hate speech detection towards the Mexican Spanish speaking LGBT+ population (HOMO-MEX)</span></h3>

  <ul>
    
  <li id="HOMO-MEX2024_paper1"><a href="HOMO-MEX2024_paper1.pdf">
  <span class="CEURTITLE">UC-CUJAE at HOMO-MEX 2024: Detecting Hate Speech Against the LGTB+ Community using Transformers on Imbalanced Datasets</span></a> <br>
  <span class="CEURAUTHOR">Anibal Hernández-González</span>,
  <span class="CEURAUTHOR">Julio Madera-Quintana</span>,
  <span class="CEURAUTHOR">Alfredo Simón-Cuevas</span>
  </li>

  <li id="HOMO-MEX2024_paper2"><a href="HOMO-MEX2024_paper2.pdf">
  <span class="CEURTITLE">VEL at HOMO-MEX 2024: Detecting LGBT+phobia in Mexican Spanish Social Media</span></a> <br>
  <span class="CEURAUTHOR">Devendra Deepak Kayande</span>,
  <span class="CEURAUTHOR">Kishore Kumar Ponnusamy</span>,
  <span class="CEURAUTHOR">Prasanna Kumar Kumaresan</span>,
  <span class="CEURAUTHOR">Paul Buitelaar</span>,
  <span class="CEURAUTHOR">Bharathi Raja Chakravarthi</span>
  </li>

  <li id="HOMO-MEX2024_paper3"><a href="HOMO-MEX2024_paper3.pdf">
  <span class="CEURTITLE">The LaboCIC at HOMO-MEX 2024: Using BERT to Classify Hate-LGTB Speech</span></a> <br>
  <span class="CEURAUTHOR">Daniel Yacob Espinosa</span>,
  <span class="CEURAUTHOR">Grigori Sidorov</span>,
  <span class="CEURAUTHOR">Eusebio Ricárdez Vázquez</span>
  </li>

  <li id="HOMO-MEX2024_paper4"><a href="HOMO-MEX2024_paper4.pdf">
  <span class="CEURTITLE">CANTeam at HOMO-MEX 2024: Hate Speech Detection Towards the Mexican Spanish Speaking LGBT+ Population with Large Language Model</span></a> <br>
  <span class="CEURAUTHOR">Le Minh Quan</span>,
  <span class="CEURAUTHOR">Bui Hong Son</span>,
  <span class="CEURAUTHOR">Dang Van Thin</span>
  </li>

  <li id="HOMO-MEX2024_paper5"><a href="HOMO-MEX2024_paper5.pdf">
  <span class="CEURTITLE">HomoCIC at HOMO-MEX 2024: Deep Learning Approaches for Classifying Homophobic Content in Tweets and Songs: Leveraging LLM and NL</span></a> <br>
  <span class="CEURAUTHOR">Omar Garcia Vazquez</span>,
  <span class="CEURAUTHOR">Marco Cardoso-Moreno</span>,
  <span class="CEURAUTHOR">José Alberto Torres-León</span>,
  <span class="CEURAUTHOR">Diana Jiménez</span>
  </li>

  <li id="HOMO-MEX2024_paper6"><a href="HOMO-MEX2024_paper6.pdf">
  <span class="CEURTITLE">I2C-UHU at HOMO-MEX 2024: Leveraging Large Language Models and Ensembling Transformers to Identify and Classify Hate Messages Towards the LGBTQ+ Community</span></a> <br>
  <span class="CEURAUTHOR">Javier Román-Pásaro</span>,
  <span class="CEURAUTHOR">Alvaro Carrillo-Casado</span>,
  <span class="CEURAUTHOR">Jacinto Mata-Vázquez</span>,
  <span class="CEURAUTHOR">Victoria Pachón-Álvarez</span>
  </li>

  <li id="HOMO-MEX2024_paper7"><a href="HOMO-MEX2024_paper7.pdf">
  <span class="CEURTITLE">VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers</span></a> <br>
  <span class="CEURAUTHOR">Roger David Gonzalez-Henao</span>,
  <span class="CEURAUTHOR">Duvan Andres Marrugo-Tobon</span>,
  <span class="CEURAUTHOR">Juan Carlos Martinez-Santos</span>,
  <span class="CEURAUTHOR">Edwin Puertas</span>
  </li>

  <li id="HOMO-MEX2024_paper8"><a href="HOMO-MEX2024_paper8.pdf">
  <span class="CEURTITLE">LabTL-INAOE at HOMO-MEX 2024: Distance-based Representations for LGBT+ Phobia Detection</span></a> <br>
  <span class="CEURAUTHOR">Metztli Ramírez-González</span>,
  <span class="CEURAUTHOR">Delia Irazú Hernández-Farías</span>,
  <span class="CEURAUTHOR">Manuel Montes-y-Gómez</span>
  </li>

  <li id="HOMO-MEX2024_paper9"><a href="HOMO-MEX2024_paper9.pdf">
  <span class="CEURTITLE">DSVS at HOMO-MEX24: Multi-Class and Multi-Label Hate Speech Detection using Transformer-Based Models</span></a> <br>
  <span class="CEURAUTHOR">Sergio Damián</span>,
  <span class="CEURAUTHOR">David Vázquez</span>,
  <span class="CEURAUTHOR">Edgardo Felipe-Riverón</span>,
  <span class="CEURAUTHOR">Cornelio Yáñez-Márquez</span>
  </li>

  <li id="HOMO-MEX2024_paper10"><a href="HOMO-MEX2024_paper10.pdf">
  <span class="CEURTITLE">IntelliLeksika at HOMO-MEX 2024: Detection of Homophobic Content in Spanish Lyrics with Machine Learning</span></a> <br>
  <span class="CEURAUTHOR">Luis Ramos</span>,
  <span class="CEURAUTHOR">Carolina Palma-Preciado</span>,
  <span class="CEURAUTHOR">Olga Kolesnikova</span>,
  <span class="CEURAUTHOR">Magdalena Saldana-Perez</span>,
  <span class="CEURAUTHOR">Grigori Sidorov</span>,
  <span class="CEURAUTHOR">Moein Shahiki-Tash</span>
  </li>

  <li id="HOMO-MEX2024_paper11"><a href="HOMO-MEX2024_paper11.pdf">
  <span class="CEURTITLE">ColPos at HOMO-MEX 2024: Weighted Naive Bayes for LGBTQ+Phobia Detection in Spanish Text</span></a> <br>
  <span class="CEURAUTHOR">Daniel Ayala Niño</span>,
  <span class="CEURAUTHOR">Manuel Montes y Gómez</span>,
  <span class="CEURAUTHOR">Ciro Velasco Cruz</span>
  </li>

  </ul>


<h3><span class="CEURSESSION">Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclussion and as Expectations (HOPE)</span></h3>

<ul>
  
<li id="HOPE2024_paper1"><a href="HOPE2024_paper1.pdf">
<span class="CEURTITLE">ABCD Team at HOPE 2024: Hope Detection with BERTology Models and Data Augmentation</span></a> <br>
<span class="CEURAUTHOR">Bui Hong Son</span>,
<span class="CEURAUTHOR">Le Minh Quan</span>,
<span class="CEURAUTHOR">Dang Van Thin</span>
</li>

<li id="HOPE2024_paper2"><a href="HOPE2024_paper2.pdf">
<span class="CEURTITLE">An Empirical Study of Prompt Engineering with Large Language Models for Hope Detection in English and Spanish</span></a> <br>
<span class="CEURAUTHOR">Nguyen Thi Thuy</span>,
<span class="CEURAUTHOR">Dang Van Thin</span>
</li>

<li id="HOPE2024_paper3"><a href="HOPE2024_paper3.pdf">
<span class="CEURTITLE">Choosing the Right Language Model for the Right Task</span></a> <br>
<span class="CEURAUTHOR">Chau Pham Quoc Hung</span>,
<span class="CEURAUTHOR">Dang Van Thin</span>
</li>

<li id="HOPE2024_paper4"><a href="HOPE2024_paper4.pdf">
<span class="CEURTITLE">Enhancing Hope Speech Detection on Twitter Using Machine Learning and Transformer Models</span></a> <br>
<span class="CEURAUTHOR">Lemlem Eyob</span>,
<span class="CEURAUTHOR">Tsadkan Yitbarek</span>,
<span class="CEURAUTHOR">Amna Naseeb</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>,
<span class="CEURAUTHOR">Ildar Batyrshin</span>
</li>

<li id="HOPE2024_paper5"><a href="HOPE2024_paper5.pdf">
<span class="CEURTITLE">Hope on the Horizon: Experiments with Learning Models for Hope Speech Detection in Spanish and English</span></a> <br>
<span class="CEURAUTHOR">Sonith Divakaran</span>,
<span class="CEURAUTHOR">Kavya Girish</span>,
<span class="CEURAUTHOR">Hosahalli Lakshmaiah Shashirekha</span>
</li>

<li id="HOPE2024_paper6"><a href="HOPE2024_paper6.pdf">
<span class="CEURTITLE">Hope Speech in Social Media Texts using Transformer</span></a> <br>
<span class="CEURAUTHOR">Girma Yohannis Bade</span>,
<span class="CEURAUTHOR">Olga Kolesnikova</span>,
<span class="CEURAUTHOR">José Luis Oropeza</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>,
<span class="CEURAUTHOR">Kidist Feleke Bergene</span>
</li>

<li id="HOPE2024_paper7"><a href="HOPE2024_paper7.pdf">
<span class="CEURTITLE">HOPE: A Multilingual Approach to Identifying Positive Communication in Social Media</span></a> <br>
<span class="CEURAUTHOR">Fida Ullah</span>,
<span class="CEURAUTHOR">Muhammad Tayyab Zamir</span>,
<span class="CEURAUTHOR">Muhammad Ahmad</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>,
<span class="CEURAUTHOR">Alexander Gelbukh</span>
</li>

<li id="HOPE2024_paper8"><a href="HOPE2024_paper8.pdf">
<span class="CEURTITLE">HOPE@IberLEF 2024: Beyond Binary Bounds—Classifying Hope in Online Discourse</span></a> <br>
<span class="CEURAUTHOR">Amna Naseeb</span>,
<span class="CEURAUTHOR">Kawo Lemlem Eyob</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>,
<span class="CEURAUTHOR">Olga Kolesnikova</span>
</li>

<li id="HOPE2024_paper9"><a href="HOPE2024_paper9.pdf">
<span class="CEURTITLE">HOPE2024@IberLEF: A Cross-Linguistic Exploration of Hope Speech Detection in Social Media</span></a> <br>
<span class="CEURAUTHOR">Mikhail Krasitskii</span>,
<span class="CEURAUTHOR">Olga Kolesnikova</span>,
<span class="CEURAUTHOR">Liliana Chanona Hernandez</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>,
<span class="CEURAUTHOR">Alexander Gelbukh</span>
</li>

<li id="HOPE2024_paper10"><a href="HOPE2024_paper10.pdf">
<span class="CEURTITLE">Machine Learning Based Approach For Hope Speech Detection</span></a> <br>
<span class="CEURAUTHOR">S ArunaDevi</span>,
<span class="CEURAUTHOR">B Bharathi</span>
</li>

<li id="HOPE2024_paper11"><a href="HOPE2024_paper11.pdf">
<span class="CEURTITLE">Multiclass Hope Speech Detection Through Transformer Methods</span></a> <br>
<span class="CEURAUTHOR">Zahra Ahani</span>,
<span class="CEURAUTHOR">Moein Shahiki Tash</span>,
<span class="CEURAUTHOR">Majid Tash</span>,
<span class="CEURAUTHOR">Alexander Gelbukh</span>,
<span class="CEURAUTHOR">Irna Gelbukh</span>
</li>

<li id="HOPE2024_paper12"><a href="HOPE2024_paper12.pdf">
<span class="CEURTITLE">Ometeotl at HOPE2024@IberLEF: Custom BERT Models for Hope Speech Detection</span></a> <br>
<span class="CEURAUTHOR">Jesús Armenta-Segura</span>,
<span class="CEURAUTHOR">Grigori Sidorov</span>
</li>

<li id="HOPE2024_paper13"><a href="HOPE2024_paper13.pdf">
<span class="CEURTITLE">Parameter-Free Spanish Hope Speech Detection</span></a> <br>
<span class="CEURAUTHOR">Michael Ibrahim</span>
</li>

<li id="HOPE2024_paper14"><a href="HOPE2024_paper14.pdf">
<span class="CEURTITLE">UMUTeam at HOPE@IberLEF 2024: Fine-Tuning Approach with Sentiment and Emotion Features for Hope Speech Detection</span></a> <br>
<span class="CEURAUTHOR">Ronghao Pan</span>,
<span class="CEURAUTHOR">Ángela Almela</span>,
<span class="CEURAUTHOR">Gema Alcaraz-Mármol</span>
</li>

<li id="HOPE2024_paper15"><a href="HOPE2024_paper15.pdf">
<span class="CEURTITLE">UniOfGalway@IberLEF 2024:Hope Speech Recognition in Spanish: A Comparative Analysis of Transformer-Based Models</span></a> <br>
<span class="CEURAUTHOR">Arunraj Subburaj</span>,
<span class="CEURAUTHOR">Amirthagadeshwaran Kathiresan</span>,
<span class="CEURAUTHOR">Rahul Ponnusamy</span>,
<span class="CEURAUTHOR">Paul Butilaar</span>,
<span class="CEURAUTHOR">Bharathi Raja Chakravarthi</span>
</li>

<li id="HOPE2024_paper16"><a href="HOPE2024_paper16.pdf">
<span class="CEURTITLE">VEL@IberLEF 2024:Hope Speech Detection in Spanish Social Media Comments using BERT Pre-trained Model</span></a> <br>
<span class="CEURAUTHOR">Kishore Kumar Ponnusamy</span>,
<span class="CEURAUTHOR">Mani Vegupatti</span>,
<span class="CEURAUTHOR">Prasanna Kumar Kumaresan</span>,
<span class="CEURAUTHOR">Ruba Priyadharshini</span>,
<span class="CEURAUTHOR">Paul Buitelaar</span>,
<span class="CEURAUTHOR">Bharathi Raja Chakravarthi3</span>
</li>

</ul>


<h2> LANGUAGE RELIABILITY </h2>

  <h3><span class="CEURSESSION">Fine-Grained Language-based Reliability Detection in Spanish News (FLARES)</span></h3>

  <ul>
    
  <li id="FLARES2024_paper1"><a href="FLARES2024_paper1.pdf">
  <span class="CEURTITLE">K-Flares: A K-Adapter Based Approach for the FLARES Challenge</span></a> <br>
  <span class="CEURAUTHOR">Joel Pardo</span>,
  <span class="CEURAUTHOR">Jiayun Liu</span>,
  <span class="CEURAUTHOR">Virginia Ramón-Ferrer</span>,
  <span class="CEURAUTHOR">Elvira Amador-Domínguez</span>,
  <span class="CEURAUTHOR">Pablo Calleja</span>
  </li>

  <li id="FLARES2024_paper2"><a href="FLARES2024_paper2.pdf">
  <span class="CEURTITLE">UMUTeam at FLARES@IberLEF 2024: Enhancing Disinformation Detection with 5W1H Techniques and Transformer Models</span></a> <br>
  <span class="CEURAUTHOR">Ronghao Pan</span>,
  <span class="CEURAUTHOR">José Antonio García-Díaz</span>,
  <span class="CEURAUTHOR">Francisco García-Sánchez</span>,
  <span class="CEURAUTHOR">Rafael Valencia-García</span>
  </li>

  <li id="FLARES2024_paper3"><a href="FLARES2024_paper3.pdf">
  <span class="CEURTITLE">Syntax Savants-UA at IberLEF 2024: Leveraging FLAN-T5-XXL for Automatic 5W1H Identification in Texts</span></a> <br>
  <span class="CEURAUTHOR">Eduardo Grande</span>,
  <span class="CEURAUTHOR">Ahmed Begga</span>
  </li>

  <li id="FLARES2024_paper4"><a href="FLARES2024_paper4.pdf">
  <span class="CEURTITLE">Fine-Grained Language-based Reliability Detection in Spanish New with Fine-Tuned Llama-3 Model</span></a> <br>
  <span class="CEURAUTHOR">Michael Ibrahim</span>
  </li>  

  </ul>

<h2> POLITICAL IDEOLOGY AND PROPAGANDA </h2>

  <h3><span class="CEURSESSION">Automatic Detection and Characterization of Propaganda Techniques and Narratives from Diplomats of World Powers (DIPROMATS)</span></h3>

  <ul>
    
  <li id="DIPROMATS2024_paper1"><a href="DIPROMATS2024_paper1.pdf">
  <span class="CEURTITLE">Bilingual Propaganda Detection in Diplomats’ Tweets Using Language Models and Linguistic Features</span></a> <br>
  <span class="CEURAUTHOR">Arkadiusz Modzelewski</span>,
  <span class="CEURAUTHOR">Paweł Goli</span>,
  <span class="CEURAUTHOR">Adam Wierzbicki</span>
  </li>

  <li id="DIPROMATS2024_paper2"><a href="DIPROMATS2024_paper2.pdf">
  <span class="CEURTITLE">LLM-Based Multi-Agent Models for Multiclass Classification of Strategic Narratives</span></a> <br>
  <span class="CEURAUTHOR">Alberto Caballero</span>,
  <span class="CEURAUTHOR">Roberto Centeno</span>,
  <span class="CEURAUTHOR">Álvaro Rodrigo</span>  
  </li>
    
  <li id="DIPROMATS2024_paper3"><a href="DIPROMATS2024_paper3.pdf">
  <span class="CEURTITLE">A Transformer and Data Augmentation-based Approach for Propaganda Identification and Classification</span></a> <br>
  <span class="CEURAUTHOR">Paula Sanchez-Checa</span>,
  <span class="CEURAUTHOR">Lucía Gallego-Torres</span>,
  <span class="CEURAUTHOR">Marco Antonio Sanchez-Escudero</span>,
  <span class="CEURAUTHOR">Cosmin Petre</span>,
  <span class="CEURAUTHOR">Isabel Segura-Bedmar</span>
  </li>

  <li id="DIPROMATS2024_paper4"><a href="DIPROMATS2024_paper4.pdf">
  <span class="CEURTITLE">Geopolitically-Informed MultiModal BERT for Propaganda Detection in Political Tweets</span></a> <br>
  <span class="CEURAUTHOR">Antoni Valls</span>,
  <span class="CEURAUTHOR">Björn Komander</span>,
  <span class="CEURAUTHOR">Jesús Cerquides</span>
  </li>
  
  <li id="DIPROMATS2024_paper5"><a href="DIPROMATS2024_paper5.pdf">
  <span class="CEURTITLE">UMUTEAM at DIPROMATS 2024: Feature Integration for Detecting Fine-grained Propaganda and Narrative</span></a> <br>
  <span class="CEURAUTHOR">José Antonio García-Díaz</span>,
  <span class="CEURAUTHOR">Ronghao Pan</span>,
  <span class="CEURAUTHOR">Andreu Rodilla Lázaro</span>,
  <span class="CEURAUTHOR">Camilo Cristancho</span>,
  <span class="CEURAUTHOR">Rafael Valencia-García</span>
  </li>

  <li id="DIPROMATS2024_paper6"><a href="DIPROMATS2024_paper6.pdf">
  <span class="CEURTITLE">VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques</span></a> <br>
  <span class="CEURAUTHOR">Jose Cuadrado</span>,
  <span class="CEURAUTHOR">Elizabeth Martinez</span>,
  <span class="CEURAUTHOR">Juan Cuadrado</span>,
  <span class="CEURAUTHOR">Juan Carlos Martinez-Santos</span>,
  <span class="CEURAUTHOR">Edwin Puertas1</span>
  </li>

  <li id="DIPROMATS2024_paper7"><a href="DIPROMATS2024_paper7.pdf">
  <span class="CEURTITLE">PropaLTL at DIPROMATS 2024: Cross-lingual Data Augmentation for Propaganda Detection on Tweets</span></a> <br>
  <span class="CEURAUTHOR">Marco Casavantes</span>,
  <span class="CEURAUTHOR">Manuel Montes-y-Gómez</span>,
  <span class="CEURAUTHOR">Delia Irazú Hernández-Farías</span>,
  <span class="CEURAUTHOR">Luis Carlos González</span>,
  <span class="CEURAUTHOR">Alberto Barrón-Cedeño</span>
  </li>

  <li id="DIPROMATS2024_paper8"><a href="DIPROMATS2024_paper8.pdf">
  <span class="CEURTITLE">VICTOR VECTORS @ DIPROMATS 2024: Propaganda Detection with LLM Paraphrasing and Machine Translation</span></a> <br>
  <span class="CEURAUTHOR">Miguel Fernández</span>,
  <span class="CEURAUTHOR">Maximiliano Ojeda</span>,
  <span class="CEURAUTHOR">Lilly Guevara</span>,
  <span class="CEURAUTHOR">Diego Varela</span>,
  <span class="CEURAUTHOR">Marcelo Mendoza</span>,
  <span class="CEURAUTHOR">Alberto Barrón-Cedeño</span>
  </li>      

  </ul>

<h2> SENTIMENT AND EMOTION </h2>

  <h3><span class="CEURSESSION">Aspect-Based Sentiment Analysis in Portuguese 2024 (ABSAPT)</span></h3>

  <ul>
    
  <li id="ABSAPT2024_paper1"><a href="ABSAPT2024_paper1.pdf">
  <span class="CEURTITLE">ABCD Team at ABSAPT 2024: Classification-Based versus Generation-Based Approach for Aspect-Based Sentiment Analysis in Portuguese</span></a> <br>
  <span class="CEURAUTHOR">Dang Van Thin</span>,
  <span class="CEURAUTHOR">Nguyen Tuan Kiet</span>,
  <span class="CEURAUTHOR">Duong Ngoc Hao</span>,
  <span class="CEURAUTHOR">Ngan Luu-Thuy Nguyen</span>
  </li>

  <li id="ABSAPT2024_paper2"><a href="ABSAPT2024_paper2.pdf">
  <span class="CEURTITLE">TeamUFPR at ABSAPT 2024: Improving Sentiment Polarity Classification with Data Augmentation using ChatGPT</span></a> <br>
  <span class="CEURAUTHOR">Bruno Dal Pontte</span>,
  <span class="CEURAUTHOR">Anderson Aparecido do Carmo Frasão</span>,
  <span class="CEURAUTHOR">Marcus Vinícius Reisdoefer Pereira</span>,
  <span class="CEURAUTHOR">Tiago Heinrich</span>,
  <span class="CEURAUTHOR">Vinicius Fulber-Garcia</span>
  </li>

  </ul>

  <h3><span class="CEURSESSION">Multimodal Speech-text Emotion Recognition in Spanish (EmoSPeech)</span></h3>

  <ul>
    
  <li id="EmoSPeech2024_paper1"><a href="EmoSPeech2024_paper1.pdf">
  <span class="CEURTITLE">BSC-UPC at EmoSPeech-IberLEF2024: Attention Pooling for Emotion Recognition</span></a> <br>
  <span class="CEURAUTHOR">Marc Casals-Salvador</span>,
  <span class="CEURAUTHOR">Federico Costa</span>,
  <span class="CEURAUTHOR">Miquel India</span>,
  <span class="CEURAUTHOR">Javier Hernando</span>
  </li>

  <li id="EmoSPeech2024_paper2"><a href="EmoSPeech2024_paper2.pdf">
  <span class="CEURTITLE">CogniCIC at EmoSPeech-IberLEF2024: Exploring Multimodal Emotion Recognition in Spanish: Deep Learning Approaches for Speech-Text Analysis</span></a> <br>
  <span class="CEURAUTHOR">Miguel Soto</span>,
  <span class="CEURAUTHOR">Cesar Macias</span>,
  <span class="CEURAUTHOR">Marco Cardoso-Moreno</span>,
  <span class="CEURAUTHOR">Tania Alcántara</span>,
  <span class="CEURAUTHOR">Omar García</span>,
  <span class="CEURAUTHOR">Hiram Calvo</span>
  </li>

  <li id="EmoSPeech2024_paper3"><a href="EmoSPeech2024_paper3.pdf">
  <span class="CEURTITLE">Team ITST at EmoSPeech-IberLEF2024: Multimodal Speech-text Emotion Recognition in Spanish Forum</span></a> <br>
  <span class="CEURAUTHOR">Mario Andrés Paredes-Valverde</span>,
  <span class="CEURAUTHOR">María del Pilar Salas-Zárate</span> 
  </li>

  <li id="EmoSPeech2024_paper4"><a href="EmoSPeech2024_paper4.pdf">
  <span class="CEURTITLE">LACELL at EmoSPeech-IberLEF2024: Combining Linguistic Features and Contextual Sentence Embeddings for Detecting Emotions from Audio Transcriptions</span></a> <br>
  <span class="CEURAUTHOR">Ángela Almela</span>,
  <span class="CEURAUTHOR">Pascual Cantos-Gómez</span>,
  <span class="CEURAUTHOR">Daniel Granados-Meroño</span>,
  <span class="CEURAUTHOR">Gema Alcaraz-Mármol</span>  
  </li>

  <li id="EmoSPeech2024_paper5"><a href="EmoSPeech2024_paper5.pdf">
  <span class="CEURTITLE">SINAI at EmoSPeech-IberLEF2024: Evaluating Popular Tools and Transformers Models for Multimodal Speech-Text Emotion Recognition in Spanish</span></a> <br>
  <span class="CEURAUTHOR">Daniel García-Baena</span>,
  <span class="CEURAUTHOR">Miguel Ángel García-Cumbreras</span>,
  <span class="CEURAUTHOR">Salud María Jiménez-Zafra</span>
  </li>

  <li id="EmoSPeech2024_paper6"><a href="EmoSPeech2024_paper6.pdf">
  <span class="CEURTITLE">THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion Recognition</span></a> <br>
  <span class="CEURAUTHOR">Sergio Esteban-Romero</span>,
  <span class="CEURAUTHOR">Jaime Bellver-Soler</span>,
  <span class="CEURAUTHOR">Iván Martín-Fernández</span>,
  <span class="CEURAUTHOR">Manuel Gil-Martín</span>,
  <span class="CEURAUTHOR">Luis Fernando D’Haro</span>,
  <span class="CEURAUTHOR">Fernando Fernández-Martínez</span>  
  </li>

  <li id="EmoSPeech2024_paper7"><a href="EmoSPeech2024_paper7.pdf">
  <span class="CEURTITLE">UAE at EmoSPeech–IberLEF2024: Integrating Text and Audio Features with SVM for Emotion Detection</span></a> <br>
  <span class="CEURAUTHOR">Katty Lagos-Ortiz</span>,
  <span class="CEURAUTHOR">José Medina-Moreira</span>,
  <span class="CEURAUTHOR">Oscar Apolinario-Arzube</span>
  </li>

  <li id="EmoSPeech2024_paper8"><a href="EmoSPeech2024_paper8.pdf">
  <span class="CEURTITLE">UAH-UVA in EmoSpeech-IberLEF2024: A Transfer Learning Approach for Emotion Recognition in Spanish Texts based on a Pre-trained DistilBERT Model</span></a> <br>
  <span class="CEURAUTHOR">Andrea Chaves-Villota</span>,
  <span class="CEURAUTHOR">Ana Jimenez</span>,
  <span class="CEURAUTHOR">Alfonso Bahillo</span>
  </li>

  <li id="EmoSPeech2024_paper9"><a href="EmoSPeech2024_paper9.pdf">
  <span class="CEURTITLE">UKR at EmoSPeech–IberLEF2024: Using Fine-tuning with BERT and MFCC Features for Emotion Detection</span></a> <br>
  <span class="CEURAUTHOR">Anatoly Gladun</span>,
  <span class="CEURAUTHOR">Julia Rogushina</span>,
  <span class="CEURAUTHOR">Rodrigo Martínez-Béjar</span>
  </li>

  <li id="EmoSPeech2024_paper10"><a href="EmoSPeech2024_paper10.pdf">
  <span class="CEURTITLE">UNED-UNIOVI at EmoSPeech-IberLEF2024: Emotion Identification in Spanish by Combining Multimodal Textual Analysis and Machine Learning Methods</span></a> <br>
  <span class="CEURAUTHOR">Juan Martinez-Romo</span>,
  <span class="CEURAUTHOR">José Farnesio Huesca Barril</span>,
  <span class="CEURAUTHOR">Lourdes Araujo</span>,
  <span class="CEURAUTHOR">Enrique de La Cal Marin</span>  
  </li>

  <li id="EmoSPeech2024_paper11"><a href="EmoSPeech2024_paper11.pdf">
  <span class="CEURTITLE">UTP at EmoSPeech–IberLEF2024: Using Random Forest with FastText and Wav2Vec 2.0 for Emotion Detection</span></a> <br>
  <span class="CEURAUTHOR">Denis Cedeño-Moreno</span>,
  <span class="CEURAUTHOR">Miguel Vargas-Lombardo</span>,
  <span class="CEURAUTHOR">Alan Delgado-Herrera</span>,
  <span class="CEURAUTHOR">Camilo Caparrós-Láiz</span>,
  <span class="CEURAUTHOR">Tomás Bernal-Beltrán</span>
  </li>

  </ul>

</div>


<hr>
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2024-08-08: submitted by Salud María Jiménez-Zafra, 
            metadata incl. bibliographic data published under <a href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</a><br>
<span class="CEURPUBDATE">2024-09-04</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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