Publications

Releasing Open Weights for FLUX.1 Krea

Krea Blog · 2025

Sangwu Lee, Titus Ebbecke, Erwann Millon, Will Beddow, Le Zhuo, Iker García-Ferrero, Liam Esparraguera, Mihai Petrescu, Gian Saß, Gabriel Menezes, Victor Perez.

📖 Blog · 📒 Model

Instructing LLMs for Low-Resource Languages: A Systematic Study for Basque

arXiv · 2025

Oscar Sainz, Naiara Perez, Julen Etxaniz, Joseba Fernandez de Landa, Itziar Aldabe, Iker García-Ferrero, Aimar Zabala, Ekhi Azurmendi, German Rigau, Eneko Agirre, Mikel Artetxe, Aitor Soroa.

📖 Paper · 📒 Model

GuideX: Guided Synthetic Data Generation for Zero-Shot IE

Findings of ACL · 2025

Neil De La Fuente, Oscar Sainz, Iker García-Ferrero, Eneko Agirre.

📖 Paper · 📒 Code

Cross-Lingual Transfer for Low-Resource Natural Language Processing

Doctoral thesis · 2025

Iker García-Ferrero

📖 Thesis · 🖼️ Slides

Data Contamination Report from the 2024 CONDA Shared Task

CONDA Workshop · 2024

Oscar Sainz, Iker García-Ferrero, Alon Jacovi, Jon Ander Campos, Yanai Elazar, Eneko Agirre, Yoav Goldberg.

📖 Paper

Uncovering Social Changes of the Basque Twitter Community during COVID-19

SIGUL · 2024

Joseba Fernandez de Landa, Iker García-Ferrero, Ander Salaberria, Jon Ander Campos.

📖 Paper

NoticIA: A Clickbait Article Summarization Dataset in Spanish

PLN · 2024

Iker García-Ferrero, Begoña Altuna.

📖 Paper · 📒 Code

MedicalMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain

LREC-COLING · 2024

Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata, Andrea Zaninello.

📖 Paper · 📒 Code

GoLLIE: Annotation Guidelines improve Zero-Shot IE

ICLR · 2024

Oscar Sainz, Iker García-Ferrero, Rodrigo Agerri, Oier Lopez de Lacalle, German Rigau, Eneko Agirre.

📖 Paper · 📒 Code

This is not a Dataset: A Large Negation Benchmark to Challenge LLMs

EMNLP · 2023

Iker García-Ferrero, Begoña Altuna, Javier Alvez, Itziar Gonzalez-Dios, German Rigau.

📖 Paper · 📒 Code

T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks

Findings of EMNLP · 2023

Iker García-Ferrero, Rodrigo Agerri, German Rigau.

📖 Paper · 📒 Code

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination

Findings of EMNLP · 2023

Oscar Sainz, Jon Ander Campos, Iker García-Ferrero, Julen Etxaniz, Oier Lopez de Lacalle, Eneko Agirre.

📖 Paper · 📒 Code

IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual NER using KBs

SemEval · 2023

Iker García-Ferrero, Jon Ander Campos, Oscar Sainz, Ander Salaberria, Dan Roth.

📖 Paper · 📒 Code

HiTZ@ Antidote: Explainable AI for Digital Medicine

SEPLN · 2023

Rodrigo Agerri, Iñigo Alonso, Aitziber Atutxa, Ander Berrondo, Ainara Estarrona, Iker García-Ferrero, Iakes Goenaga, Koldo Gojenola, Maite Oronoz, Igor Perez-Tejedor, German Rigau, Anar Yeginbergenova.

📖 Paper

Acquisition and Exploitation of Cross-Lingual Knowledge

CEUR Workshop · 2022

Iker García-Ferrero.

📖 Paper

Model Transfer or Data Transfer? Cross-Lingual Sequence Labelling in Zero-Resource Settings

Findings of EMNLP · 2022

Iker García-Ferrero, Rodrigo Agerri, German Rigau.

📖 Paper · 📒 Code

Benchmarking Meta-embeddings: What Works and What Does Not

Findings of EMNLP · 2021

Iker García-Ferrero, Rodrigo Agerri, German Rigau.

📖 Paper · 📒 Code

A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings

arXiv · 2020

Iker García-Ferrero, Rodrigo Agerri, German Rigau.

📖 Paper · 📒 Code

Publications in Basque

Itzulpen Automatikoko Sistemen Analisia: Genero Alborapenaren Kasua

IkerGazte · 2021

Ander Salaberria, Jon Ander Campos, Iker García-Ferrero, Joseba Fernandez de Landa.

📖 Paper

Twitterreko Euskal Komunitatearen Eduki Azterketa Pandemia Garaian

IkerGazte · 2021

Joseba Fernandez de Landa, Iker García-Ferrero, Ander Salaberria, Jon Ander Campos.

📖 Paper · 📒 Code