Reduced Representation by Neural Networks with Restricted Receptive Fields. - Marco Idiart; Barry Berk; L. F. Abbott (Neural Comput., 1995)

Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering. - Aline Villavicencio; Valia Kordoni; Yi Zhang 003; Marco Idiart; Carlos Ramisch (EMNLP-CoNLL, 2007)

Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. - Carlos Ramisch; Aline Villavicencio; Leonardo Moura; Marco Idiart (CoNLL, 2008)

Computing navigational routes in inhomogeneous environments using BVP Path Planner. - Edson Prestes e Silva Jr.; Marco Idiart (IROS, 2010)

A large scale annotated child language construction database. - Aline Villavicencio; Beracah Yankama; Marco Idiart; Robert C. Berwick (LREC, 2012)

Language Acquisition and Probabilistic Models: keeping it simple. - Aline Villavicencio; Marco Idiart; Robert C. Berwick; Igor Malioutov (ACL (1), 2013)

Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. - Muntsa Padró; Marco Idiart; Aline Villavicencio; Carlos Ramisch (EMNLP, 2014)

Comparing Similarity Measures for Distributional Thesauri. - Muntsa Padró; Marco Idiart; Aline Villavicencio; Carlos Ramisch (LREC, 2014)

Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time. - Silvio Cordeiro; Carlos Ramisch; Marco Idiart; Aline Villavicencio (ACL (1), 2016)

How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality. - Carlos Ramisch; Silvio Cordeiro; Leonardo Zilio; Marco Idiart; Aline Villavicencio (ACL (2), 2016)

Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. - Alexandre Salle; Aline Villavicencio; Marco Idiart (ACL (2), 2016)

Multiword Expressions in Child Language. - Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (LREC, 2016)

Crawling by Readability Level. - Jorge A. Wagner Filho; Rodrigo Wilkens; Leonardo Zilio; Marco Idiart; Aline Villavicencio (PROPOR, 2016)

Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory. - Alexandre Salle; Marco Idiart; Aline Villavicencio (CoRR, 2016)

Multiphase Conductors Realizing Aleksandrov's Mean. - Marco Idiart (SIAM J. Appl. Math., 2016)

LexSubNC: A Dataset of Lexical Substitution for Nominal Compounds. - Rodrigo Wilkens; Leonardo Zilio; Silvio Cordeiro; Felipe S. F. Paula; Carlos Ramisch; Marco Idiart; Aline Villavicencio (IWCS(2), 2017)

The brWaC Corpus: A New Open Resource for Brazilian Portuguese. - Jorge A. Wagner Filho; Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (LREC, 2018)

Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. - Felipe S. F. Paula; Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (NAACL-HLT (2), 2018)

Unsupervised Compositionality Prediction of Nominal Compounds. - Silvio Cordeiro; Aline Villavicencio; Marco Idiart; Carlos Ramisch (Comput. Linguistics, 2019)

How the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. - Marco Idiart; Aline Villavicencio; Boris Katz; César Rennó-Costa; John E. Lisman (Frontiers Comput. Neurosci., 2019)

Discovering multiword expressions. - Aline Villavicencio; Marco Idiart (Nat. Lang. Eng., 2019)

Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. - Marcos García 001; Tiago Kramer Vieira; Carolina Scarton; Marco Idiart; Aline Villavicencio (ACL/IJCNLP (1), 2021)

Probing for idiomaticity in vector space models. - Marcos García 001; Tiago Kramer Vieira; Carolina Scarton; Marco Idiart; Aline Villavicencio (EACL, 2021)

SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. - Harish Tayyar Madabushi; Edward Gow-Smith; Marcos García 001; Carolina Scarton; Marco Idiart; Aline Villavicencio (SemEval@NAACL, 2022)

Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. - Wei He 017; Marco Idiart; Carolina Scarton; Aline Villavicencio (ACL (Findings), 2024)

Investigating Idiomaticity in Word Representations. - Wei He 017; Tiago Kramer Vieira; Marcos García 001; Carolina Scarton; Marco Idiart; Aline Villavicencio (CoRR, 2024)

Oscillations in an artificial neural network convert competing inputs into a temporal code. - Katharina Duecker; Marco Idiart; Marcel van Gerven; Ole Jensen (PLoS Comput. Biol., 2024)

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation. - Thomas Pickard; Aline Villavicencio; Maggie Mi; Wei He 017; Dylan Phelps; Carolina Scarton; Marco Idiart (CoRR, 2025)