Jordi Armengol-Estapé

42 papers A* 1A 1B 4Misc 1Journal 28Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents. CoRR Alisia Maria Lupidi, Bhavul Gauri, Thomas Foster, Bassel Al Omari, Despoina Magka, Alberto Pepe, Alexis Audran-Reiss, Muna Aghamelu, Nicolas Mario Baldwin, Lucia Cipolina-Kun, Jean-Christophe Gagnon-Audet, Chee Hau Leow, Sandra Lefdal, Hossam Mossalam, Abhinav Moudgil, Saba Nazir, Emanuel Tewolde, Isabel Urrego, Jordi Armengol-Estapé, Amar Budhiraja, Gaurav Chaurasia, Abhishek Charnalia, Derek Dunfield, Karen Hambardzumyan, Daniel Izcovich, Martin Josifoski, Ishita Mediratta, Kelvin Niu, Parth Pathak, Michael Shvartsman, Edan Toledo, Anton Protopopov, Roberta Raileanu, Alexander H. Miller, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach
2026	J	`jnl`	LLMs versus the Halting Problem: Revisiting Program Termination Prediction. CoRR Oren Sultan, Jordi Armengol-Estapé, Pascal Kesseli, Julien Vanegue, Dafna Shahaf, Yossi Adi, Peter W. O'Hearn
2025	J	`jnl`	CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025	B	`conf`	Guess, Measure & Edit: Using Lowering to Lift Tensor Code. PACT José Wesley de Souza Magalhães, Jackson Woodruff, Jordi Armengol-Estapé, Alexander Brauckmann, Luc Jaulmes, Elizabeth Polgreen, Michael F. P. O'Boyle
2025	J	`jnl`	What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity. CoRR Alexis Audran-Reiss, Jordi Armengol-Estapé, Karen Hambardzumyan, Amar Budhiraja, Martin Josifoski, Edan Toledo, Rishi Hazra, Despoina Magka, Michael Shvartsman, Parth Pathak, Justine T. Kao, Lucia Cipolina-Kun, Bhavul Gauri, Jean-Christophe Gagnon-Audet, Emanuel Tewolde, Jenny Zhang, Taco Cohen, Yossi Adi, Tatiana Shavrina, Yoram Bachrach
2025	J	`jnl`	What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces. CoRR 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
2024	J	`jnl`	Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs. CoRR Chris Cummins, Volker Seeker, Jordi Armengol-Estapé, Aram H. Markosyan, Gabriel Synnaeve, Hugh Leather
2024	J	`jnl`	Forklift: An Extensible Neural Lifter. CoRR Jordi Armengol-Estapé, Rodrigo C. O. Rocha, Jackson Woodruff, Pasquale Minervini, Michael F. P. O'Boyle
2024	J	`jnl`	On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization. CoRR Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou
2024	A	`conf`	SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly. CGO Jordi Armengol-Estapé, Jackson Woodruff, Chris Cummins, Michael F. P. O'Boyle
2023	B	`conf`	Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators. CC Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle
2023	J	`jnl`	Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators. CoRR Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle
2023	J	`jnl`	SLaDe: A Portable Small Language Model Decompiler for Optimized Assembler. CoRR Jordi Armengol-Estapé, Jackson Woodruff, Chris Cummins, Michael F. P. O'Boyle
2022	A*	`conf`	Bind the gap: compiling real software to hardware FFT accelerators. PLDI Jackson Woodruff, Jordi Armengol-Estapé, Sam Ainsworth, Michael F. P. O'Boyle
2022	—	`conf`	ExeBench: an ML-scale dataset of executable C functions. MAPS@PLDI Jordi Armengol-Estapé, Jackson Woodruff, Alexander Brauckmann, José Wesley de Souza Magalhães, Michael F. P. O'Boyle
2022	J	`jnl`	MarIA: Spanish Language Models. Proces. del Leng. Natural 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
2022	B	`conf`	On the Multilingual Capabilities of Very Large-Scale English Language Models. LREC Jordi Armengol-Estapé, Ona De Gibert Bonet, Maite Melero
2022	—	`conf`	Pretrained Biomedical Language Models for Clinical NLP in Spanish. BioNLP@ACL Casimiro Pio Carrino, Joan Llop, Marc Pàmies, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Joaquín Silveira-Ocampo, Alfonso Valencia, Aitor Gonzalez-Agirre, Marta Villegas
2022	J	`jnl`	Sequence-to-Sequence Resources for Catalan. CoRR Ona de Gibert, Ksenia Kharitonova, Blanca Calvo Figueras, Jordi Armengol-Estapé, Maite Melero
2022	B	`conf`	Unsupervised Machine Translation in Real-World Scenarios. LREC Ona De Gibert Bonet, Iakes Goenaga, Jordi Armengol-Estapé, Olatz Perez-de-Viñaspre, Carla Parra Escartín, Marina Sanchez, Marcis Pinnis, Gorka Labaka, Maite Melero
2022	—	`conf`	esCorpius: A Massive Spanish Crawling Corpus. IberSPEECH Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, David Griol, Zoraida Callejas
2022	J	`jnl`	esCorpius: A Massive Spanish Crawling Corpus. CoRR Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, David Griol, Zoraida Callejas
2021	—	`conf`	Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. ACL/IJCNLP (Findings) Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
2021	J	`jnl`	Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan. CoRR Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodríguez Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero, Marta Villegas
2021	J	`jnl`	Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario. CoRR Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology. CoRR David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
2021	Misc	`conf`	Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. RANLP Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
2021	J	`jnl`	FinEAS: Financial Embedding Analysis of Sentiment. CoRR Asier Gutiérrez-Fandiño, Miquel Noguer i Alonso, Petter Kolm, Jordi Armengol-Estapé
2021	J	`jnl`	Learning C to x86 Translation: An Experiment in Neural Compilation. CoRR Jordi Armengol-Estapé, Michael F. P. O'Boyle
2021	J	`jnl`	On the Multilingual Capabilities of Very Large-Scale English Language Models. CoRR Jordi Armengol-Estapé, Ona De Gibert Bonet, Maite Melero
2021	J	`jnl`	Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set. CoRR Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas
2021	J	`jnl`	Semantic and syntactic information for neural machine translation. Mach. Transl. Jordi Armengol-Estapé, Marta R. Costa-jussà
2021	J	`jnl`	Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models. CoRR Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona De Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas
2021	J	`jnl`	Spanish Biomedical and Clinical Language Embeddings. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Casimiro Pio Carrino, Ona de Gibert, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	Spanish Language Models. CoRR 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
2021	J	`jnl`	Spanish Legalese Language Model and Corpora. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Aitor Gonzalez-Agirre, Marta Villegas
2021	J	`jnl`	The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset. CoRR Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé
2021	—	`conf`	Transfer Learning with Shallow Decoders: BSC at WMT2021's Multilingual Low-Resource Translation for Indo-European Languages Shared Task. WMT@EMNLP Ksenia Kharitonova, Ona De Gibert Bonet, Jordi Armengol-Estapé, Mar Rodriguez i Alvarez, Maite Melero
2020	J	`jnl`	A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics. CoRR Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas
2020	J	`jnl`	Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. CoRR Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
2020	—	`conf`	Overview of Automatic Clinical Coding: Annotations, Guidelines, and Solutions for non-English Clinical Cases at CodiEsp Track of CLEF eHealth 2020. CLEF (Working Notes) Antonio Miranda-Escalada, Aitor Gonzalez-Agirre, Jordi Armengol-Estapé, Martin Krallinger
2020	—	`conf`	Overview of MESINESP, a Spanish Medical Semantic Indexing Task within BioASQ 2020. CLEF (Working Notes) Carlos Rodríguez Penagos, Anastasios Nentidis, Aitor Gonzalez-Agirre, Alejandro Asensio, Jordi Armengol-Estapé, Anastasia Krithara, Marta Villegas, Georgios Paliouras, Martin Krallinger