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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 10 of 10 1 Probing for idiomaticity in vector space models Garcia, M.; Vieira, T.K.; Scarton, C.; Idiart, M.; Villavicencio, A.. - : Association for Computational Linguistics (ACL), 2021 Abstract: Contextualised word representation models have been successfully used for capturing different word usages and they may be an attractive alternative for representing idiomaticity in language. In this paper, we propose probing measures to assess if some of the expected linguistic properties of noun compounds, especially those related to idiomatic meanings, and their dependence on context and sensitivity to lexical choice, are readily available in some standard and widely used representations. For that, we constructed the Noun Compound Senses Dataset, which contains noun compounds and their paraphrases, in context neutral and context informative naturalistic sentences, in two languages: English and Portuguese. Results obtained using four types of probing measures with models like ELMo, BERT and some of its variants, indicate that idiomaticity is not yet accurately represented by contextualised models. URL: https://eprints.whiterose.ac.uk/170754/ https://eprints.whiterose.ac.uk/170754/7/2021.eacl-main.310.pdf https://www.aclweb.org/anthology/2021.eacl-main.310 BASE Hide details 2 Unsupervised compositionality prediction of nominal compounds Cordeiro, S.; Villavicencio, A.; Idiart, M.. - : MIT Press - Journals, 2019 BASE Show details 3 Discovering multiword expressions Villavicencio, A.; Idiart, M.. - : Cambridge University Press (CUP), 2019 BASE Show details 4 Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks Paula, F.; Wilkens, R.; Idiart, M.. - : Association for Computational Linguistics, 2018 BASE Show details 5 How naked is the naked truth? A multilingual lexicon of nominal compound compositionality Villavicencio, A.; Wilkens, R.; Ramisch, C.. - : Association for Computational Linguistics, 2016 BASE Show details 6 Multiword expressions in child language Wilkens, R.; Idiart, M.; Villavicencio, A.. - : European Language Resources Association (ELRA), 2016 BASE Show details 7 Predicting the compositionality of nominal compounds: Giving word embeddings a hard time Cordeiro, S.; Ramisch, C.; Idiart, M.. - : Association for Computational Linguistics, 2016 BASE Show details 8 Matrix factorization using window sampling and negative sampling for improved word representations Salle, A.; Idiart, M.; Villavicencio, A.. - : Association for Computational Linguistics, 2016 BASE Show details 9 Nothing like good old frequency: Studying context filters for distributional thesauri Padró, M.; Idiart, M.; Ramisch, C.. - : Association for Computational Linguistics, 2014 BASE Show details 10 Language acquisition and probabilistic models : keeping it simple Villavicencio, A.; Malioutov, I.; Idiart, M.. - : Association for Computational Linguistics (ACL), 2013 BASE Show details

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