Jordi Armengol-Estapé

According to our database, Jordi Armengol-Estapé authored at least 36 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Forklift: An Extensible Neural Lifter.

Jordi Armengol-Estapé, Rodrigo C. O. Rocha, Jackson Woodruff, Pasquale Minervini, Michael F. P. O'Boyle

CoRR, 2024

SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly.

Jordi Armengol-Estapé, Jackson Woodruff, Chris Cummins, Michael F. P. O'Boyle

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023

Matching linear algebra and tensor code to specialized hardware accelerators.

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

Dataset, January, 2023

Matching linear algebra and tensor code to specialized hardware accelerators.

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

Dataset, January, 2023

Matching linear algebra and tensor code to specialized hardware accelerators.

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

Dataset, January, 2023

Matching linear algebra and tensor code to specialized hardware accelerators.

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

Dataset, January, 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, Michael F. P. O'Boyle

Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction, 2023

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

Sequence-to-Sequence Resources for Catalan.

Ona de Gibert, Ksenia Kharitonova, Blanca Calvo Figueras, Jordi Armengol-Estapé, Maite Melero

CoRR, 2022

Bind the gap: compiling real software to hardware FFT accelerators.

Jackson Woodruff, Jordi Armengol-Estapé, Sam Ainsworth, Michael F. P. O'Boyle

Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 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

Proceedings of the MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, 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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

On the Multilingual Capabilities of Very Large-Scale English Language Models.

Jordi Armengol-Estapé, Ona de Gibert Bonet, Maite Melero

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

esCorpius: A Massive Spanish Crawling Corpus.

Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, David Griol, Zoraida Callejas

Proceedings of the 6th International Conference, 2022

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

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

Semantic and syntactic information for neural machine translation.

Jordi Armengol-Estapé, Marta R. Costa-jussà

Mach. Transl., 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

FinEAS: Financial Embedding Analysis of Sentiment.

Asier Gutiérrez-Fandiño, Miquel Noguer i Alonso, Petter Kolm, Jordi Armengol-Estapé

CoRR, 2021

Spanish Legalese Language Model and Corpora.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, 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

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

Learning C to x86 Translation: An Experiment in Neural Compilation.

Jordi Armengol-Estapé, Michael F. P. O'Boyle

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

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 Biomedical and Clinical Language Embeddings.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas

CoRR, 2021

Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology.

David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

CoRR, 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

Proceedings of the Sixth Conference on Machine Translation, 2021

Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation.

Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics.

Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

CoRR, 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

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

Proceedings of the Working Notes of CLEF 2020, 2020

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

Proceedings of the Working Notes of CLEF 2020, 2020