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Atypical corpus-based tools to the rescue: How a writing generator can help translators adapt to the demands of the market
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Catalanismes i dialectalismes lexicals de Naut Aran en Palmira Jaquetti. Elements de vocabulari sobre la pretesa natura acatalanada de l'alt aranès
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How Local School-Based Speech-Language Pathologists Facilitate Skill Transfer and Generalization For Students Who Stutter
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In: Honors Theses, University of Nebraska-Lincoln (2021)
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El tipo de tarea como factor de influencia interlingüística en el proceso de adquisición de español como tercera lengua o adicional
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In: Onomázein: Revista de lingüística, filología y traducción de la Pontificia Universidad Católica de Chile, ISSN 0718-5758, Nº. 54, 2021, pags. 41-71 (2021)
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Whatever it takes to understand a central banker: Embedding their words using neural networks
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Abstract:
Dictionary approaches are at the forefront of current techniques for quantifying central bank communication. This paper proposes embeddings - a language model trained using machine learning techniques - to locate words and documents in a multidimensional vector space. To accomplish this, we gather a text corpus that is unparalleled in size and diversity in the central bank communication literature, as well as introduce a novel approach to text quantification from computational linguistics. Utilizing this novel text corpus of over 23,000 documents from over 130 central banks we are able to provide high quality text-representations - embeddings - for central banks. Finally, we demonstrate the applicability of embeddings in this paper by several examples in the fields of monetary policy surprises, financial uncertainty, and gender bias.
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Keyword:
C45; C53; Central Bank Communication; ddc:330; E52; Natural Language Processing; Neural Network; Transfer Learning; Word Embedding; Z13
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URL: http://hdl.handle.net/10419/244359
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Termes et métaphores, entre diffusion et orientation des savoirs
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In: La linguistique, 57, 1, 2021-04-23, pp.153-173 (2021)
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Does language transfer explain it all? The case of first language change in Russian-English bilinguals
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In: Russian Journal of Linguistics, Vol 25, Iss 4, Pp 908-930 (2021) (2021)
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L1 vs. L2 vs. L3 transfer: Evidence contra wholesale transfer models and privileged languages from grammatical gender and definiteness acquisition in sequential quardilinguals
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In: Proceedings of the Linguistic Society of America; Vol 6, No 1 (2021): Proceedings of the Linguistic Society of America; 9–23 ; 2473-8689 (2021)
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Evaluating and Improving Child-Directed Automatic Speech Recognition
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In: Computer Science Faculty Publications and Presentations (2020)
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Variation Impoverishment resulting from Machine Translations: Empirical Evidence from Spanish Counterfactual Predicates
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In: ISSN: 2374-8850 ; International Journal of Language & Linguistics ; https://halshs.archives-ouvertes.fr/halshs-03330904 ; International Journal of Language & Linguistics, Center for Promoting Ideas, 2020, 7 (2), pp.21-28. ⟨10.30845/ijll.v7n2p3⟩ (2020)
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Variation Impoverishment resulting from Machine Translations: Empirical Evidence from Spanish Counterfactual Predicates
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In: ISSN: 2374-8850 ; International Journal of Language & Linguistics ; https://halshs.archives-ouvertes.fr/halshs-03330904 ; International Journal of Language & Linguistics, Center for Promoting Ideas, 2020, 7, ⟨10.30845/ijll.v7n2p3⟩ (2020)
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Do spatial relational labels facilitate three-year-old children’s 2D to 3D transfer of relational information in a spatial mapping task?
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Arctic snowpack characterization, climate monitoring and microwaves remote sensing ; Caractérisation du manteau neigeux arctique, suivi climatique et télédétection micro-onde
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In: https://tel.archives-ouvertes.fr/tel-03185802 ; Linguistique. Université Grenoble Alpes [2020-.]; Université de Sherbrooke (Québec, Canada), 2020. Français. ⟨NNT : 2020GRALU029⟩ (2020)
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Motivations of Low-Income Engineering Transfer Students Influencing Choice and Pursuit of Baccalaureate Degree Attainment
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Salgado, Leo. - : eScholarship, University of California, 2020
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Bootstrap methods for multi-task dependency parsing in low-resource conditions ; Méthodes d’amorçage pour l’analyse en dépendances de langues peu dotées
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In: https://tel.archives-ouvertes.fr/tel-03477961 ; Linguistics. Université Paris sciences et lettres, 2020. English. ⟨NNT : 2020UPSLE027⟩ (2020)
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Europe, l'autre cap, entre traductions et transferts
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In: https://hal.archives-ouvertes.fr/hal-03124335 ; 2020 (2020)
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Clickbait detection using multimodel fusion and transfer learning ; Détection de clickbait utilisant fusion multimodale et apprentissage par transfert
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In: https://tel.archives-ouvertes.fr/tel-03139880 ; Social and Information Networks [cs.SI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAS025⟩ (2020)
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