| 2026 | LREC | Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity Detection. | Dylan Phelps, Rodrigo Wilkens, Edward Gow-Smith, Thomas Pickard, Maggie Mi, Marco Idiart, Aline Villavicencio |
| 2024 | ACL | Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. | Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio |
| 2021 | ACL | Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. | Marcos Garca, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio |
| 2021 | EACL | Probing for idiomaticity in vector space models. | Marcos Garca, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio |
| 2018 | LREC | The brWaC Corpus: A New Open Resource for Brazilian Portuguese. | Jorge A. Wagner Filho, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio |
| 2018 | NAACL | Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. | Felipe S. F. Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio |
| 2016 | ACL | Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time. | Silvio Cordeiro, Carlos Ramisch, Marco Idiart, Aline Villavicencio |
| 2016 | ACL | How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality. | Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio, Marco Idiart, Aline Villavicencio |
| 2016 | ACL | Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. | Alexandre Salle, Aline Villavicencio, Marco Idiart |
| 2016 | LREC | Multiword Expressions in Child Language. | Rodrigo Wilkens, Marco Idiart, Aline Villavicencio |
| 2014 | EMNLP | Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. | Muntsa Padr, Marco Idiart, Aline Villavicencio, Carlos Ramisch |
| 2014 | LREC | Comparing Similarity Measures for Distributional Thesauri. | Muntsa Padr, Marco Idiart, Aline Villavicencio, Carlos Ramisch |
| 2013 | ACL | Language Acquisition and Probabilistic Models: keeping it simple. | Aline Villavicencio, Marco Idiart, Robert C. Berwick, Igor Malioutov |
| 2012 | LREC | A large scale annotated child language construction database. | Aline Villavicencio, Beracah Yankama, Marco Idiart, Robert C. Berwick |
| 2010 | IROS | Computing navigational routes in inhomogeneous environments using BVP Path Planner. | Edson Prestes e Silva Jr., Marco Idiart |
| 2008 | CoNLL | Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. | Carlos Ramisch, Aline Villavicencio, Leonardo Moura, Marco Idiart |
| 2007 | EMNLP | Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering. | Aline Villavicencio, Valia Kordoni, Yi Zhang, Marco Idiart, Carlos Ramisch |