Table of Contents

• Multi-Dimensional Classification System using Pre-Trained Transformer Models for Multilingual Text AnalysisEmmanuel Arturo Torres-Santana, Manuel Enrique Balan-Euan. [doi]
• UC-UCO-Plenitas Team - Exploring in the PRESTA 2025 challenge: Question Answering over Tabular Data in SpanishYoan Martínez López, Mayte Guerra Saborit, Ansel Y. Rodríguez-Gónzalez, Julio Madera, Ana Orquidea López Correoso, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández. [doi]
• Early Detection of Gambling Addiction Risk in Spanish: purple_john at MentalRiskES2025Cristina Damov, Adina Ion, Crystal Schlupek. [doi]
• ITST at SatiSPeech-IberLEF 2025: Leveraging Transformers for Textual and Multimodal Satire Detection in SpanishMario Andrés Paredes-Valverde, María del Pilar Salas-Zárate. [doi]
• LACELL at SatiSPeech-IberLEF 2025: Multimodal Linguistic Features plus Embeddings for Satire Identification from YouTubeÁngela Almela, Pascual Cantos-Gómez, Daniel Granados-Meroño, Gema Alcaraz-Mármol. [doi]
• SINAI at PROFE 2025: Testing the Reading Comprehension of GEMINI 2.0 FlashMaria Victoria Cantero Romero, Salud María Jiménez Zafra. [doi]
• CogniCIC at TA1C 2025: Clickbait and Spoiling, A Hybrid Approach with Transformers and Generative ModelsTania Alcántara, Omar García-Vázquez, Miguel Soto, Cesar Macias, José E. Valdez Rodríguez. [doi]
• Fing-Udelar-Students Participation in TA1C at IberLEF 2025: Clickbait Detection and Spoiling Shared TaskMiguelángel Díaz Cerecetto, Gastón Paiva. [doi]
• NIL-UCM at PROFE 2025: Adapting QA Models to Multiple-Choice TasksAnna-Maria Winkler, Alberto Díaz 0001. [doi]
• Tourist Reviews Analysis: An Integral Approach with Traditional Models and Fine-Tuned LLMsAlberto Esteban Reyes-Peralta, Edgar Abidán Padilla-Luis, Victor Muñiz-Sánchez, David Pinto 0001. [doi]
• Balanced Bag-of-Words Classification of Spanish Tourism Reviews Using Random ForestsLuisa Agudelo Fuentes, Rodrigo Sebastián Rojas Miranda. [doi]
• Transcribing History with Tesseract: A Monomodal OCR Approach in the PastReader 2025 Shared TaskJaione Macicior-Mitxelena. [doi]
• SINAI-UGPLN at HOMO-LAT 2025: Enhancing RoBERTuito with Synthetic Data and Slur-Dialect Features for Multidialectal Zero-Shot LGBTQ Polarity ClassificationMariuxi del Carmen Toapanta-Bernabé, Miguel Ángel García Cumbreras, Luis Alfonso Ureña López, Adrián David Triviño-León. [doi]
• Participation of ESCOM's NLP Group at TA1C-IberLEF2025: RoBERTa Model Fine-Tuned for Clickbait DetectionOmar Juárez Gambino, José-Emiliano Ledesma-Ramírez, Raul Rodas-Rodríguez, Omar-Alejandro Velázquez-Cruz, Yahir Arias-Morales, Oscar-Galo Ayala-García, Axel-Maximiliano Rivera-García, David Ramírez-Rosas, Consuelo Varinia García Mendoza. [doi]
• LyS at IberLEF 2025 Task PRESTA: Zero-Shot Code Generation for Spanish Tabular QARoi Santos-Rios, Adrián Gude, Francisco Prado-Valiño, Ana Ezquerro, Jesús Vilares. [doi]
• Balanced Text Classification for Tourism Data in Mexico Using NLP and Custom Sampling TechniquesManuel Enrique Balan-Euan, Emmanuel Arturo Torres-Santana. [doi]
• Contextual Hope Speech DetectionMuhammad Haseeb. [doi]
• Hope Speech Detection Using Transformers and Large Language Models: A Bilingual Approach at IberLEF 2025Diana P. Madera-Espíndola, Zoe Caballero-Domínguez, Valeria J. Ramírez-Macías, Sabur Butt, Hector G. Ceballos. [doi]
• Pumas PCIC team at REST-MEX 2025: Classification strategies for sentiment analysisLeón Felipe Dueñas-González, Cristian Enrique Olvera-Morales, Helena Gómez-Adorno. [doi]
• HULAT-UC3M @ CLEARS2025 Subtask 1: Prompt-Based Simplification for Plain Language using Spanish Language ModelsLourdes Moreno 0001, Jesús M. Sánchez-Gómez, Marco Antonio Sanchez-Escudero, Paloma Martínez. [doi]
• TF-IDF to Transformers: Benchmarking Classical and XLNet Approaches for Hope Speech DetectionUsha Raman Adapa, Sheshi Sree Sama. [doi]
• DSVS at MiSonGyny 2025: Multiple Instance Learning for Misogyny Speech Detection in Song LyricsSergio Damián-Sandoval, David Vázquez-Santana. [doi]
• UMU-Ev at SatiSPeech-IberLEF 2025: Exploring Multimodal Satire Detection with Efficient Audio-Text RepresentationsEduardo Valero-Vilella. [doi]
• wangkongqiang at MentalRiskES@IberLEF 2025: Early Detection of Mental Disorders Risk in SpanishKongqiang Wang. [doi]
• Unified Hope Speech Detection Across Languages: A LaBSE-Based Approach for IberLEF 2025Tolulope Olalekan Abiola, Olumide Ebenezer Ojo, Olaronke Oluwayemisi Adebanji, Oluwatobi Joseph Abiola, Temitope Dasola Ogunleye, Grigori Sidorov. [doi]
• Beyond Traditional OCR: Exploring the Efficiency of LLMs in Document ProcessingAntonio Narbona, Salvador Ros 0001. [doi]
• Hierarchical Attention Networks for Multilabel Sentiment Analysis in Spanish Reviews of Mexican Magic TownsEzau Faridh Torres Torres, Edison David Serrano Cárdenas. [doi]
• Multi-Task BERT Architecture for Sentiment Analysis and Classification of Mexican Tourism Reviews in Rest-Mex 2025David Alexis García-Espinosa, Luis Eduardo Flores-Luna, Ángel Andrés Moreno-Sánchez. [doi]
• CogniCIC at HOMO-LAT 2025: Fine-tuning and Semantic Similarity Approaches for Polarity Detection in Spanish TextsCesar Macias, Miguel Soto, Tania Alcántara, Omar García, José Eduardo Valdez Rodriguez, Edgardo Felipe-Riveron. [doi]
• UmuTeam at TA1C 2025: Leveraging Large Language Models for Identifying and Spoiling Clickbait in Spanish LanguageTomás Bernal-Beltrán, Ronghao Pan, José Antonio García-Díaz, Rafael Valencia-García. [doi]
• Combining Fine-Tuned BERT and Classical MLP for Mexican Tourism NLP Tasks: Participation of CIMAT-CC in REST-MEX 2025Gustavo-Hernández-Angeles, Diego-Paniagua-Molina, César-Aguirre-Calzadilla, Uziel-Isaí-Luján-López. [doi]
• UAE at SatiSpeech-IberLEF 2025: Multimodal Satire Detection Using BETO and Wav2Vec2 Embeddings with SVMKatty Lagos-Ortiz, José Medina-Moreira, Oscar Apolinario-Arzube. [doi]
• Hope Speech Detection: A Comparative Study of Machine Learning, Deep Learning, and Transformer-Based ModelsGodsgift Uzor, Mohammadsaleh Pajuhanfard, Michael Beebe, Maaz Amjad, Victor S. Sheng. [doi]
• Fine-Grained Hope Speech Detection in Social Media with BERT: A PolyHope Shared Task SubmissionAbdollah Abadian, Grigori Sidorov. [doi]
• Multitask Analysis of Spanish Travel Reviews: Sentiment, Destination, and Topic Classification with RoBERTa and LLaMA EnsemblesCarlos Minutti-Martinez, Boris Escalante-Ramírez, Jimena Olveres Montiel. [doi]
• Zero-shot Prompting for Adapting Texts to Easy-to-Read FormatMirari San Martín, Jónathan Heras, Ignacio Martínez, Gadea Mata. [doi]
• I2C-UHU-Rigel at MentalRiskES 2025: Detection of Gambling Disorder Risk in Spanish using Transformer-Based ModelsAntonio Luis García Moreno, Jacinto Mata Vázquez, Victoria Pachón Álvarez. [doi]
• LabTL-INAOE at MiSonGyny 2025: A Confidence-based Partitioning StrategyMetztli Ramírez-González, Delia Irazú Hernández Farías, Manuel Montes-y-Gómez. [doi]
• Binary Fine-Tuning with Centroid-Based Sampling and Transformer Fusion: The Top-Scoring System at REST-MEX 2025Juan David Jurado-Buch. [doi]
• VerbaNexAI at MentalRiskES 2025: Early Detection of Gambling Disorders using Transformer Architectures and Machine Learning ModelsJeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas. [doi]
• UAEMemex Participation at Dimemex 2025: Exploring Lexical and Semantic Information to Detect Hate, Inappropriate, and Harmless MemesVerónica Neri Mendoza, Jonathan Rojas Simón, Yulia Ledeneva, Yorne Alejandrina Santos-Bobadilla, Abner Alain Gil-García, Angel Baron-García, René Arnulfo García-Hernández. [doi]
• UC-UCO-CICESE_UT3-Plenitas Team at Exploring the Detection of Inappropriate Memes from Mexico Using DeepLearningYoan Martínez López, Yanaima Jauriga, Mayte Guerra Saborit, Julio Madera, Ansel Y. Rodríguez González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda. [doi]
• ABCD Team at ASQP-PT 2025: Aspect Sentiment Quad Prediction in Portuguese as Text GenerationBui Hong Son, Dang Van Thin. [doi]
• UTP at SatiSpeech-IberLEF 2025: FastText and Wav2Vec2 for Satire Detection in SpanishDenis Cedeño-Moreno, Miguel Vargas-Lombardo, Alan Delgado-Herrera. [doi]
• Place Classification and Sentiment Analysis in Reviews of Mexican Magical Towns Using LSTM NetworksAna Laura Lezama Sánchez, Mireya Tovar Vidal, José Alejandro Reyes-Ortíz. [doi]
• INFOTEC-MCDI at MentalRiskES: Gambling Risk Early Prediction in Social Media Users Through Bag of Word and BERT EnsemblesAlberto Herrera, Eric Sadit Tellez. [doi]
• NLP-CIC at HOPE2025@IberLEF: Binary and Multi-Class Classification of Hope Speech DetectionTewodros Achamaleh Bizuneh, Nida Hafeez, Fatima Uroosa, Grigori Sidorov. [doi]
• VerbaNexAI at ASQP-PT 2025: Robust Detection of Tourism Aspects Using Pretrained Models and BIO Tagging in PortugueseMelissa Moreno Novoa, Jairo Serrano, Juan Carlos Martínez Santos, Edwin Puertas. [doi]
• ELIRF-UPV at TA1C-IberLEF 2025: Clickbait Detection in SpanishAlberto Picazo Pardo, Vicent Ahuir, María José Castro Bleda. [doi]
• Hybrid Prompt Engineering and Transfer Learning for Sentiment Analysis in Mexican Tourism ReviewsIsaias Siliceo Guzmán, Ramón Aranda, Miguel Ángel Álvarez Carmona. [doi]
• DIMEMEX 2025: Solution based on Open-Clip of the INFOTEC+CentroGeo teamDaniela Moctezuma 0001, Tania A. Ramirez-delReal, Eric Sadit Tellez, Mario Graff, Guillermo Ruiz. [doi]
• SINAI-UGPLN at REST-Mex IberLEF 2025: Multilevel Analysis of Dialectal and Noisy Spanish Text for Sentiment ClassificationMariuxi del Carmen Toapanta-Bernabé, Miguel Ángel García Cumbreras, Luis Alfonso Ureña López, Karen Gabriela Bajaña-Bastidas, Sairamy Lakshmy Urgiles-Manzano. [doi]
• Multimodal Sentiment Analysis in Spanish Tourist Reviews: A Data Quality-Aware ApproachTolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Olumide Ebenezer Ojo, Olaronke Oluwayemisi Adebanji, Oluwatobi Joseph Abiola, Temitope Dasola Ogunleye, Grigori Sidorov. [doi]
• HARGP-BETO: Hierarchical Text Interactions Model for Abuse Detection in Mexican Spanish MemesQiyuan Jin, Xiang Zhou. [doi]
• Comparative Study of Different Transformer Models for Hope Speech DetectionLuis Ramos, Hiram Calvo, Olga Kolesnikova. [doi]
• HULAT-UC3M @ ADoBo 2025: A RoBERTa-based Pipeline for Anglicisms Detection in Spanish TextsJavier Madrid, Paloma Martínez, Lourdes Moreno 0001. [doi]
• PLD at HOMO-LAT 2025: Enhancing Dialectal Sentiment Analysis through Contextual Retrieval and TranslationJose Olivert-Iserte, Diego Caballero García-Alcaide, Lucía Guijarro-Martínez. [doi]
• A test of Mutual Information Features in Multi-Task Classification Spanish Tourist ReviewsAlejandra Romero-Cantón, Jose Ramon Aranda-Romero. [doi]
• Application of Multitask BERT Models for the Classification of Sentiments, Types of Places, and Magical Towns in Spanish Tourist ReviewsDanileth Almanza-Gonzalez, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas. [doi]
• sonrobok4 at Iberlef 2025 - PRESTA: Leveraging LLMs for Text-to-Python Question Answering over Tabular Data in SpanishNguyen Minh Son, Dang Van Thin. [doi]
• DACKERS at MiSonGyny 2025: A Transformer Ensemble Approach for Misogyny Detection in SpanishCarlos Díez-Fenoy, Ariel López González, Jorge Daniel Valle Diaz. [doi]
• LBAD: Demonstrating the Effectiveness of Commercial Large Language Models for Anglicism DetectionAlex Lyman. [doi]
• PLN_PPM_ISB at MentalRiskES 2024: Detection of Gambling Disorders and Type of AddictionPedro Pablo Molina, Isabel Segura-Bedmar. [doi]
• PRHLT-UPV at MiSonGyny 2025: Detection of Misogynist Expressions in Song LyricsElias Urios Alacreu, María Aloy-Mayo, Paolo Rosso. [doi]
• DSVS at REST-MEX 2025: A Multitask Approach for Sentiment, Place Type, and Town Classification in Spanish ReviewsDavid Vázquez-Santana, Sergio Damián-Sandoval, Cornelio Yáñez-Márquez, Edgardo Manuel Felipe Riverón. [doi]
• Integrating Linguistic Knowledge into Prompting Strategies for Spanish Text Simplification: Insights from the NIL-UCM participationDaniel Fernández, Alberto Díaz 0001. [doi]
• ITUNLP at IberLEF-PRESTA: A Zero-Shot Code Generation Approach for Question Answering over Spanish Tabular DataAtakan Site, Emre Hakan Erdemir, Gülsen Eryigit. [doi]
• Sintax Squad at MiSonGyny 2025: Transformer Models for Misogyny Detection in Spanish LyricsLuis Ramos, Irari Jiménez-López, Yoqsan Angeles, Olga Kolesnikova. [doi]
• Multitask Classification of Mexican Tourist Reviews Using a Multi-Head Transformer Model Based on BETOJuan Javier Monsivais Borjón, Miguel Ángel Álvarez Carmona. [doi]
• I2C-UHU at MiSonGyny 2025: Fine-Tuned LLM Approach to Detect Misogyny in Spanish Song LyricsAntonio Toro-Jaén, Victoria Pachón Álvarez, Jacinto Mata Vázquez, Angel Barroso-Romero. [doi]
• A Parallel NLP Pipeline with NER-Enhanced Hierarchical Classification: Sentiment Analysis for Mexican Magical TownsGabriel Santiago Robles-Robles, Jehu Jonathan Ramirez-Ramirez, Angel David Durazo-Bartolini, Gael Balderrama-Dominguez, Luis Hiram Hernandez-Gutierrez, Victor Hugo Ramirez-Rios, Juan Adan Nava-Banda, Gustavo Gutierrez-Navarro, Juan Daniel Garcia-Ruiz, Mario Alejandro Castro-Lerma, Jesus Antonio Flores-Briones, Manuel Ivan Melendez-Rivera, Christian Alexis Flores-Alvarez, Jose Angel Morales-Nuñez, Mauricio Toledo-Acosta. [doi]
• SINAI at SatiSPeech in IberLEF 2025: Detection of Satire in Spanish Texts Using Stylometric and Linguistic FeaturesCésar Espin-Riofrio, Jenny Ortiz-Zambrano, Arturo Montejo Ráez. [doi]
• ITC's Participation at DIMEMEX: Data Augmentation using Generative AI for Better Detection of Hate Speech in Mexican MemesRamón Zataraín Cabada, María Lucía Barrón-Estrada, Víctor Manuel Bátiz Beltrán, Aldair González Robles, Néstor Leyva López. [doi]
• VICOMTECH at PROFE 2025: LLM Size is not so ImportantAlexander Platas, Aingeru Bellido, Cristian Parra, Elena Zotova, Pablo Turón, Montse Cuadros. [doi]
• Meme Classification using ModernBERTMichael Ibrahim 0001. [doi]
• UKR at SatiSPeech-IberLEF 2025: Multimodal Satire Detection in Spanish with a BETO-Based Text Encoder and MFCC-Derived Audio FeaturesAnatoly Y. Gladun, Julia Rogushina, Rodrigo Martínez-Béjar. [doi]
• Text Adaptation to Plain Language and Easy Read via Automatic Post-Editing CyclesJesus Calleja, David Ponce, Thierry Etchegoyhen. [doi]
• HomoCIC at HOMO-LAT 2025: Retrieval Augmented Classification using Transformer Architectures and Vector KnowledgebasesMarco A. Cardoso-Moreno, Luis Moreno-Mendieta, Diana Jiménez, José Alberto Torres-León, José E. Valdez Rodríguez. [doi]
• Handcrafted Features Fusion with Multilingual Models for Hope Speech Detection in Spanish and EnglishRachana Nagaraju, Hosahalli Lakshmaiah Shashirekha. [doi]
• ELiRF-UPV at MentalRiskES 2025: Spanish Longformer for Early Detection of Gambling Addiction RiskAndreu Casamayor, Vicent Ahuir, Antonio Molina, Lluís-Felip Hurtado. [doi]
• HULAT-UC3M at Task1@MentalRiskES 2025: Detecting Gambling Disorders Using Machine Learning ApproachesJavier Campos-Molina, Paloma Martínez. [doi]
• Multilingual Hope Speech Detection using ModernBERTMichael Ibrahim 0001. [doi]
• A Multi-Task BETO-Based Framework with Synthetic Data Augmentation for Sentiment and Contextual Classification of Spanish Tourist ReviewsAlvaro Zaid Gallardo-Hernández, Ramón Aranda, Ángel Díaz-Pacheco. [doi]
• Rest-Mex 2025: Sentiment Analysis and Magical Towns Detection TaskAlejandro Hernández-Baca, Miguel Ángel Rojas-Andrade, Jessica Nohemí Figueroa-Ramírez, José Roberto Prieto-Valdivia. [doi]
• INFOTEC-NLP at MiSonGyny 2025: Misogynistic Content Identification in Spanish Song Lyrics Through Splitting and Augmenting DataDaniela Carmona, Mario Graff, Mireya Paredes, Eric Sadit Tellez. [doi]
• PMOTE-UC-CUJAE at Rest-Mex 2025: Evaluation of Probabilistic Data Augmentation Models for Mining Mexican Tourist ReviewsIreimis Leguen-de-Varona, Julio Madera, Alfredo Simón-Cuevas, Leonardo Lastre Figueroa, Yoan Martínez López. [doi]
• Enhancing Transformer-Based Sentiment Analysis for the Rest-Mex 2025 Challenge: A Hybrid Strategy with Oversampling, Back-Translation, and TransformersMuhammad Imran, Tayyab Rasheed, Carlos Gómez-Rodríguez. [doi]
• Avahi at MiSonGyny 2025: A BETO-Based Embedding Approach with KNN for Spanish Music Misogyny DetectionDiana Jimínez, Marco A. Cardoso-Moreno, Luis Moreno-Mendieta. [doi]
• CardiffNLP at CLEARS-2025: Prompting Large Language Models for Plain Language and Easy-to-Read Text RewritingMutaz Ayesh, Nicolás Gutiérrez-Rolón, Fernando Alva-Manchego. [doi]
• INFOTEC-NLP at HOMO-LAT 2025: Testing a Novel Multi-region Spanish Model to Monitor Opinion in Latin American LGBTQI+ Social MediaGuillermo Ruiz, Rogelio Campos, Tania A. Ramirez-delReal, Daniela Moctezuma 0001, Mario Graff, Eric Sadit Tellez. [doi]
• UAEMex Participation at TA1C-2025: Leveraging Lexical and Semantic Information for Clickbait Detection in SpanishJonathan Rojas Simón, Christian Ruiz-Ugalde, Noé Torres-Pedroza, María del Carmen García-Galindo, Verónica Neri Mendoza, Yulia Ledeneva, René Arnulfo García-Hernández. [doi]
• Tackling a Challenging Corpus for Early Detection of Gambling Disorder: UNSL at MentalRiskES 2025Horacio Thompson, Marcelo Errecalde. [doi]
• LPQ Team at HOPE 2025: Multilingual Hope Speech Detection Using BERTology and LLM AdaptationLe Phu Quy, Dang Van Thin. [doi]
• URJC-Team at PROFE2025@ IberLEF: Deep Language Comprehension Using Transformers Voting ArchitectureMiguel Ángel Rodríguez-García, Raúl Cabido, Michel Maes-Bermejo, Soto Montalvo. [doi]
• HULAT_UC3M at MiSonGyny 2025: Detecting Misogyny in Song Lyrics with Transformer Ensembles and Instruction-Tuned Generative ModelsJuan-Sebastián Toledo, Isabel Segura-Bedmar. [doi]
• Prompt Engineering for Sentiment Analysis in Tourism: The Case of Mexican Pueblos MágicosFederico Sandoval. [doi]
• ELiRF-UPV at SatiSPeech-IberLEF 2025: Multimodal Speech-text Satire Recognition in SpanishAlejandro Joaquín Barceló Milkova, Andreu Casamayor Segarra, Vicent Ahuir, María José Castro Bleda. [doi]
• Natural Language Processing Approaches for Spanish Tourist Review Analysis: Insights from the REST-MEX 2025 Shared TaskAlvaro Cabrera-Barrio, Yuri Melissa Garcia-Niño, Victor Alfredo Apaza-Mamani. [doi]
• UC3Mental at MentalRiskES 2025: RF-SVM Ensemble Approach for Early Detection of Mental Health Risks Using NLPMaximo Rodriguez, Pablo Zubasti, Mario Saiz. [doi]
• Data Augmentation via Generative LLMs for the Detection of Gambling Disorders and Type of Addiction in Social Media ThreadsIbai Sologuestoa, Xabier Larrayoz, Maite Oronoz, Alicia Pérez. [doi]
• MRT at IberLEF-2025 PRESTA Task: Maximizing Recovery from Tables with Multiple Steps휔Maximiliano Hormazábal-Lagos, Álvaro Bueno Saez, Héctor Cerezo-Costas, Pedro Alonso Doval, Jorge Alcalde Vesteiro. [doi]
• Classification of Hope in Textual Data using Transformer-Based ModelsChukwuebuka Fortunate Ijezue, Tania-Amanda Nkoyo Fredrick Eneye, Maaz Amjad. [doi]
• LPQ Team at Rest-Mex 2025: BERT and LLM Approaches in Tourism Review ClassificationLe Phu Quy, Dang Van Thin. [doi]
• Reasoning through Code: Question Answering on Spanish Tabular Data using LLMsAdarsh Prakash Vemali, R. Raghav. [doi]
• Loanword Detection with Maximally Simple ToolsMichael Hammond. [doi]
• PUXai at MentalRiskES 2025: RoBERTuito with Bidirectional LSTM for Early Gambling Disorder DetectionNguyen Xuan Phuc, Dang Van Thin. [doi]
• A Naive Hybrid Approach to Borrowing DetectionFernando Sánchez León. [doi]
• ELTSA-CUJAE at Rest-Mex 2025: A Novel Ensemble Learning Approach with Transformers for Mining Mexican Tourist ReviewsMiguel Ángel Rivero Tapia, Alfredo Simón-Cuevas, Ray Maestre Peña. [doi]
• Prompting Large Language Models for Spanish Easy-to-Read Text Generation: UNED-INEDA at CLEARS 2025Laura Plaza, Lourdes Araujo, Fernando López-Ostenero, Juan Martínez-Romo. [doi]
• The Sintax Surfers team at Rest-Mex 2025: Solving the sentiment analysis task using pre-trained transformers-based modelsMarcelo Alejandro Huerta-Espinoza, Juan Carlos Villagomez-Garcia, Ansel Yoan Rodríguez González. [doi]
• Fine-Tuning a Compact Multimodal Model on Consumer-Grade Hardware at PastReader 2025Yanco Amor Torterolo-Orta, Marina Miguez-Lamanuzzi. [doi]
• HiTZ at ADoBo 2025: Few-Shot Anglicism Detection in SpanishMaite Heredia, Jeremy Barnes 0001, Aitor Soroa. [doi]
• UC-UCO-CICESE_UT3-Plenitas Team - Exploring in the PROFE 2025: Language Proficiency EvaluationYoan Martínez López, Mayte Guerra Saborit, Yanaima Jauriga, Ireimis de las Mercedes Leguen de Varona, Julio Madera, Ansel Y. Rodríguez González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández. [doi]
• Holistic Classification of Tourism Reviews: A Structured Prediction Approach with Energy-Based ModelsHugo Carlos Martínez, Jorge Manuel Pool Cen. [doi]
• Multi-Task Text Classification of Tourist Reviews Using Doc2VecLorena Vazquez, Jean Arreola. [doi]
• FlowInTeam at SatiSPeech-IberLEF 2025: Multimodal Speech-text Satire Recognition in SpanishNguyen Minh Bao, Trinh Tran Tran, Nguyen Thien Bao, Dang Van Thin. [doi]
• BERT-Based Models for Joint Sentiment, Type, and Location Classification of Spanish Tourist ReviewsDarían Santiago Llanes-Guilarte, Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Miguel Ángel Álvarez Carmona. [doi]
• JFra-Team at PROFE 2025: A Multi-Agent Zero-Shot System for Spanish Language Proficiency Question AnsweringJesús M. Fraile-Hernández, Anselmo Peñas. [doi]
• UC-UCO-Plenitas Team - Exploring in the Rest-Mex 2025: Researching Sentiment Evaluation in Text for Mexican Magical TownsYoan Martínez López, Ireimis de las Mercedes Leguen de Varona, Miguel Bethencourt Mayedo, Demetrio Rodríguez Fernández, Julio Madera, Ansel Yoan Rodríguez González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández. [doi]
• SupaChoke at IberLEF2025 PolyHope: Custom BGE Models For Multilingual Hope Speech DetectionNguyen Phu Thanh, Cu Nguyen Huy Thai Tuan, Nguyen Trong Chinh. [doi]
• Ferrara at SatiSPeech-IberLEF 2025: Leveraging BETO and HuBERT for Multimodal Speech-Text Satire RecognitionMarco Bortolotti. [doi]
• Overview of IberLEF 2025: Natural Language Processing Challenges for Spanish and other Iberian LanguagesJosé Ángel González Barba, Luis Chiruzzo, Salud María Jiménez Zafra. [doi]
• Twitbaiter: Model of Clickbait Detection in SpanishDeyson Gómez Sánchez, Jeison D. Jimenez, Elizabeth Ruíz Padilla, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas. [doi]
• UC-UCO-CICESE_UT3-Plenitas Team at HOMO-LAT 2025: Exploring the Challenge of Determining the Opinion of Latin-American Speakers about LGBTQ+ CommunityYoan Martínez López, José Carlos Hernández-Nieto, Ansel Y. Rodríguez-Gonzalez, Julio Madera, Ana Orquidea López Correoso, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández. [doi]