Overview of Automatic Clinical Coding: Annotations, Guidelines, and Solutions for non-English Clinical Cases at CodiEsp Track of CLEF eHealth 2020. - Antonio Miranda-Escalada; Aitor Gonzalez-Agirre; Jordi Armengol-Estapé; Martin Krallinger (CLEF (Working Notes), 2020)

Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020. - Carlos Rodríguez Penagos; Anastasios Nentidis; Aitor Gonzalez-Agirre; Alejandro Asensio; Jordi Armengol-Estapé; Anastasia Krithara; Marta Villegas; Georgios Paliouras; Martin Krallinger (CLEF (Working Notes), 2020)

Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. - Jordi Armengol-Estapé; Marta R. Costa-jussà; Carlos Escolano (CoRR, 2020)

A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics. - Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Marta Villegas (CoRR, 2020)

Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. - Jordi Armengol-Estapé; Casimiro Pio Carrino; Carlos Rodríguez Penagos; Ona De Gibert Bonet; Carme Armentano-Oller; Aitor Gonzalez-Agirre; Maite Melero; Marta Villegas (ACL/IJCNLP (Findings), 2021)

Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. - Jordi Armengol-Estapé; Marta R. Costa-jussà; Carlos Escolano (RANLP, 2021)

Transfer Learning with Shallow Decoders: BSC at WMT2021's Multilingual Low-Resource Translation for Indo-European Languages Shared Task. - Ksenia Kharitonova; Ona De Gibert Bonet; Jordi Armengol-Estapé; Mar Rodriguez i Alvarez; Maite Melero (WMT@EMNLP, 2021)

Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology. - David Pérez Fernández; Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Marta Villegas (CoRR, 2021)

Spanish Biomedical and Clinical Language Embeddings. - Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Casimiro Pio Carrino; Ona de Gibert; Aitor Gonzalez-Agirre; Marta Villegas (CoRR, 2021)

Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set. - Asier Gutiérrez-Fandiño; David Pérez Fernández; Jordi Armengol-Estapé; Marta Villegas (CoRR, 2021)

Spanish Language Models. - Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Marc Pàmies; Joan Llop-Palao; Joaquín Silveira-Ocampo; Casimiro Pio Carrino; Aitor Gonzalez-Agirre; Carme Armentano-Oller; Carlos Rodríguez Penagos; Marta Villegas (CoRR, 2021)

Learning C to x86 Translation: An Experiment in Neural Compilation. - Jordi Armengol-Estapé; Michael F. P. O'Boyle (CoRR, 2021)

Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario. - Casimiro Pio Carrino; Jordi Armengol-Estapé; Asier Gutiérrez-Fandiño; Joan Llop-Palao; Marc Pàmies; Aitor Gonzalez-Agirre; Marta Villegas (CoRR, 2021)

Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models. - Casimiro Pio Carrino; Jordi Armengol-Estapé; Ona De Gibert Bonet; Asier Gutiérrez-Fandiño; Aitor Gonzalez-Agirre; Martin Krallinger; Marta Villegas (CoRR, 2021)

Spanish Legalese Language Model and Corpora. - Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Aitor Gonzalez-Agirre; Marta Villegas (CoRR, 2021)

FinEAS: Financial Embedding Analysis of Sentiment. - Asier Gutiérrez-Fandiño; Miquel Noguer i Alonso; Petter Kolm; Jordi Armengol-Estapé (CoRR, 2021)

The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset. - Asier Gutiérrez-Fandiño; David Pérez Fernández; Jordi Armengol-Estapé (CoRR, 2021)

Semantic and syntactic information for neural machine translation. - Jordi Armengol-Estapé; Marta R. Costa-jussà (Mach. Transl., 2021)

Pretrained Biomedical Language Models for Clinical NLP in Spanish. - Casimiro Pio Carrino; Joan Llop; Marc Pàmies; Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Joaquín Silveira-Ocampo; Alfonso Valencia; Aitor Gonzalez-Agirre; Marta Villegas (BioNLP@ACL, 2022)

esCorpius: A Massive Spanish Crawling Corpus. - Asier Gutiérrez-Fandiño; David Pérez Fernández; Jordi Armengol-Estapé; David Griol; Zoraida Callejas (IberSPEECH, 2022)

On the Multilingual Capabilities of Very Large-Scale English Language Models. - Jordi Armengol-Estapé; Ona de Gibert Bonet; Maite Melero (LREC, 2022)

Unsupervised Machine Translation in Real-World Scenarios. - Ona de Gibert Bonet; Iakes Goenaga; Jordi Armengol-Estapé; Olatz Perez-de-Viñaspre; Carla Parra Escartín; Marina Sanchez; Marcis Pinnis; Gorka Labaka; Maite Melero (LREC, 2022)

ExeBench: an ML-scale dataset of executable C functions. - Jordi Armengol-Estapé; Jackson Woodruff; Alexander Brauckmann; José Wesley de Souza Magalhães; Michael F. P. O'Boyle (MAPS@PLDI, 2022)

Bind the gap: compiling real software to hardware FFT accelerators. - Jackson Woodruff; Jordi Armengol-Estapé; Sam Ainsworth; Michael F. P. O'Boyle (PLDI, 2022)

Sequence-to-Sequence Resources for Catalan. - Ona de Gibert; Ksenia Kharitonova; Blanca Calvo Figueras; Jordi Armengol-Estapé; Maite Melero (CoRR, 2022)

MarIA: Spanish Language Models. - Asier Gutiérrez-Fandiño; Jordi Armengol-Estapé; Marc Pàmies; Joan Llop-Palao; Joaquín Silveira-Ocampo; Casimiro Pio Carrino; Carme Armentano-Oller; Carlos Rodríguez Penagos; Aitor Gonzalez-Agirre; Marta Villegas (Proces. del Leng. Natural, 2022)

Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (CC, 2023)

SLaDe: A Portable Small Language Model Decompiler for Optimized Assembler. - Jordi Armengol-Estapé; Jackson Woodruff; Chris Cummins; Michael F. P. O'Boyle (CoRR, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

Matching linear algebra and tensor code to specialized hardware accelerators. - Pablo Antonio Martínez; Jackson Woodruff; Jordi Armengol-Estapé; Gregorio Bernabé; José Manuel García 001; Michael F. P. O'Boyle (Zenodo, 2023)

SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly. - Jordi Armengol-Estapé; Jackson Woodruff; Chris Cummins; Michael F. P. O'Boyle (CGO, 2024)

Forklift: An Extensible Neural Lifter. - Jordi Armengol-Estapé; Rodrigo C. O. Rocha; Jackson Woodruff; Pasquale Minervini; Michael F. P. O'Boyle (CoRR, 2024)

On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization. - Jordi Armengol-Estapé; Vincent Michalski; Ramnath Kumar; Pierre-Luc St-Charles; Doina Precup; Samira Ebrahimi Kahou (CoRR, 2024)

Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs. - Chris Cummins; Volker Seeker; Jordi Armengol-Estapé; Aram H. Markosyan; Gabriel Synnaeve; Hugh Leather (CoRR, 2024)

What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces. - Jordi Armengol-Estapé; Quentin Carbonneaux; Tianjun Zhang; Aram H. Markosyan; Volker Seeker; Chris Cummins; Melanie Kambadur; Michael F. P. O'Boyle; Sida I. Wang; Gabriel Synnaeve; Hugh James Leather (CoRR, 2025)