Vol-4273
urn:nbn:de:0074-4273-x

Copyright © 2026 for the individual papers by the papers' authors. Copyright © 2026 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 (CC BY 4.0).



IberLEF 2026
Iberian Languages Evaluation Forum 2026


Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2026)
co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2026)

León, Spain, September 22, 2026.


Edited by

Alba Bonet Jover 1)
José Ángel González-Barba 2)
Luis Chiruzzo 3)
Alejandro Piad Morffis 4)
Hugo Jair Escalante 5) 6)
Iker de la Iglesia 7)
Albina Sarymsakova 8)
Fazlourrahman Balouchzahi 9)
Alba María Mármol Romero 10)
Horacio Saggion 11)
Tania Gisela Alcántara Medina 12)
Ansel Yoan Rodríguez González 13), 14)
María Victoria Cantero Romero 15)
José Antonio García-Díaz 16)
Álvaro Rodrigo 17)
Miguel Ángel Álvarez Carmona 18), 14)
Vicent Ahuir 19)
Luis Israel Ramos Pérez 12)
Niels Martínez Guevara 20)

1) GPLSI, Universidad de Alicante, Spain
2) TransPerfect, Valencia, Spain
3) Universidad de la República, Montevideo, Uruguay
4) GIA, University of Havana, Cuba
5) Laboratorio de Tecnologı́as del Lenguaje, INAOE, Mexico
6) Department of Computer Science, University of Texas at El Paso, TX, USA
7) HiTZ Center, University of the Basque Country, Spain
8) Instituto de Estudios Gallegos Padre Sarmiento (IEGPS-CSIC), Santiago de Compostela, Spain
9) Universidad Nacional Autónoma de México (UNAM), IIMAS, Mexico
10) CEATIC, University of Jaén, Campus Las Lagunillas, 23071, Jaén, Spain
11) Universitat Pompeu Fabra, Barcelona, Spain
12) Instituto Politécnico Nacional (IPN), Centro de Investigación en Computación (CIC), Mexico City, Mexico
13) Centro de Investigación Cientı́fica y de Educación Superior de Ensenada, Mexico
14) Secretarı́a de Ciencia, Humanidades, Tecnologı́a e Innovación, Mexico
15) Departamento de Filologı́a Española, SINAI, CEATIC, Universidad de Jaén, Spain
16) Facultad de Informática, Universidad de Murcia, Spain
17) NLP&IR group, Universidad de Educación a Distancia, Spain
18) Centro de Investigación en Matemáticas, Monterrey, Mexico
19) Valencia Research Institute for Artificial Intelligence, Universitat Politècnica de València, Spain
20) Centro de Investigación en Matemáticas Aplicadas, Universidad Autonoma de Coahuila, Mexico




Table of Contents


LANGUAGE COMPREHENSION

Automatic Leveling of Spanish as a Foreign Language Students Texts (NivELE)

Language Proficiency Evaluation (PROFE)

HARMFUL AND INCLUSIVE CONTENT

Outcome-Oriented Expectation Analysis in Social Media (HOPE-EXP)

Misogyny in Song Lyrics (MiSonGyny)

Classification of Gender-Based Violence Reports to Help Threatened Women in Northern Mexico (WomenHelp)

CLINICAL NLP

Granular Recognition of Argumentative Clinical Evidence (GRACE)

Early Detection of Mental Disorders Risk in Spanish - Fourth edition (MentalRiskES)

Motivational Interviewing Response & Rating via Synthetic cOnversational tuRns (MIRROR)

NLP FOR INCLUSION

First Shared Task on Multilingual Easy-to-Read Translation (MER-TRANS)

Bidirectional Translation between Mexican Sign Language Glosses and Spanish (MSLG-SPA)

Social Support Detection and Target Identification in Social Media (SSD-2026)

SENTIMENT AND FIGURATIVE ANALYSIS

Humor Analysis based on Human Annotation and Automatic Humor Generation (HAHA)

Historical Text-Based Emotion Detection in Early Modern Spanish Correspondence (HISEMOTIONS)

Research on Synthetic Text Modeling for Mexican Magical Towns (REST-MEX)

Speech Multimodal Audio-Text Irony Classification in Spanish (SpeechMATICS)

INFORMATION EXTRACTION AND RANKING

General-purpose Schema-guided Information Extraction (GenSIE)

Multimodal Headline Ranking in Spanish Political News (PoliticHeadlinES)

2026-09-13: submitted by Luis Chiruzzo, metadata incl. bibliographic data published under Creative Commons CC0
2026-09-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|