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1
About Neural Networks and Writing Definitions
In: ISSN: 2160-5076 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America ; https://hal.archives-ouvertes.fr/hal-03547452 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America, 2021, 42 (2), ⟨10.1353/dic.2021.0022⟩ (2021)
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2
Definition Modeling in French ; Génération automatique de définitions pour le français
In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02784756 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles, 2020, Nancy, France. pp.66-80 (2020)
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3
What Meaning-Form Correlation Has to Compose With ; What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language
In: Proceedings of the 28th International Conference on Computational Linguistics, ; 28th International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03044418 ; 28th International Conference on Computational Linguistics, Dec 2020, Barcelona (on line), Spain (2020)
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What Meaning-Form Correlation Has to Compose With ...
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What Meaning-Form Correlation Has to Compose With ...
Abstract: Compositionality is a widely discussed property of natural languages, although its exact definition has been elusive. We focus on the proposal that compositionality can be assessed by measuring meaning-form correlation. We analyze meaning-form correlation on three sets of languages: (i) artificial toy languages tailored to be compositional, (ii) a set of English dictionary definitions, and (iii) a set of English sentences drawn from literature. We find that linguistic phenomena such as synonymy and ungrounded stop-words weigh on MFC measurements, and that straightforward methods to mitigate their effects have widely varying results depending on the dataset they are applied to. Data and code are made publicly available. ...
Keyword: Computer and Information Science; Natural Language Processing; Neural Network
URL: https://dx.doi.org/10.48448/te7b-bn98
https://underline.io/lecture/6300-what-meaning-form-correlation-has-to-compose-with
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6
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model
In: Proceedings of the Society for Computation in Linguistics (2020)
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7
Distributional Effects of Gender Contrasts Across Categories
In: Proceedings of the Society for Computation in Linguistics (2019)
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