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ПОНЯТИЕ «ТЕРМИН» В КИТАЙСКОЙ ЯЗЫКОВЕДЧЕСКОЙ ТРАДИЦИИ ... : THE CONCEPT OF “A TERM” IN THE CHINESE LANGUAGE TRADITION ...
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Ци Ялунь. - : Мир науки, культуры, образования, 2021
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МЕТАФОРИЗАЦИЯ КАК КОГНИТИВНЫЙ ПРОЦЕСС ОБРАЗОВАНИЯ ТЕРМИНОВ ИНДУСТРИИ ТУРИЗМА ... : METAPHORIZATION AS A COGNITIVE PROCESS OF THE FORMATION OF TOURISM INDUSTRY TERMS ...
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ИНОЯЗЫЧНАЯ VS НАЦИОНАЛЬНАЯ ТЕРМИНОЛОГИЯ: ЛИНГВОКОНФЛИКТОГЕННЫЙ ВЫЗОВ СОВРЕМЕННОЙ ГЕОПОЛИТИКИ ... : FOREIGN VS NATIONAL TERMINOLOGY: A LINGUO-CONFLICTOGENIC CHALLENGE OF MODERN GEOPOLITICS ...
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The Lingvadidactic Basis of Teaching Economic Terms Through the Interactive Method ...
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Word-embedding based bilingual terminology alignment ...
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Abstract:
The ability to accurately align concepts between languages can provide significant benefits in many practical applications. In this paper, we extend a machine learning approach using dictionary and cognate-based features with novel cross-lingual embedding features using pretrained fastText embeddings. We use the tool VecMap to align the embeddings between Slovenian and English and then for every word calculate the top 3 closest word embeddings in the opposite language based on cosine distance. These alignments are then used as features for the machine learning algorithm. With one configuration of the input parameters, we managed to improve the overall F-score compared to previous work, while another configuration yielded improved precision (96%) at a cost of lower recall. Using embedding-based features as a replacement for dictionary-based features provides a significant benefit: while a large bilingual parallel corpus is required to generate the Giza++ word alignment lists, no such data is required for ...
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Keyword:
embeddings alignment; machine learning; terminology alignment; word embeddings
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URL: https://zenodo.org/record/5547982 https://dx.doi.org/10.5281/zenodo.5547982
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United Nations Disaster Risk Reductions Terminology - parallel texts in English (source text) and Kono, Krio, Limba, Mende, Themne (target texts) ...
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United Nations Disaster Risk Reductions Terminology - parallel texts in English (source text) and Kono, Krio, Limba, Mende, Themne (target texts) ...
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LINGUOCULTUROLOGICAL CHARACTERISTICS OF THE CONDITIONS OF THE UZBEK DANCE ...
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The Lingvadidactic Basis of Teaching Economic Terms Through the Interactive Method ...
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LINGUOCULTUROLOGICAL CHARACTERISTICS OF THE CONDITIONS OF THE UZBEK DANCE ...
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Языковая личность медика:неформальная профессиональная речь ... : Linguistic identity of the medicine: informal professional speech ...
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ПЕДАГОГИЧЕСКИЙ ДИСКУРС ПРЕПОДАВАТЕЛЯ ИНОСТРАННОГО ЯЗЫКА НЕЯЗЫКОВОГО ВУЗА ... : PEDAGOGICAL DISCOURSE OF A FOREIGN LANGUAGE TEACHER OF A NON-LANGUAGE UNIVERSITY ...
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Жаркова Т.И. - : Управление в современных системах, 2021
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ТЕРМИНОЛОГИЯ ПРАВА В США ... : LEGAL TERMINOLOGY IN THE UNITED STATES ...
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The New Online English–Georgian Maritime Dictionary (NEGMD): Current State of the Project
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In: Lexikos; Vol. 31 (2021); 322-329 ; 2224-0039 (2021)
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On the experience of English e-learning terminology frame modeling ... : Об опыте моделирования фреймов терминологии электронного обучения английского языка ...
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Тематическая типология лексического состава профессионального педагогического дискурса ... : Topic-based typology of specialized vocabulary in professional pedagogical discourse ...
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КОЛОРАТИВНЫЕ МЕТАФОРЫ КАК СПОСОБ ФОРМИРОВАНИЯ АНГЛОЯЗЫЧНЫХ АРХИТЕКТУРНЫХ ТЕРМИНОВ ... : COLOUR METAPHORS AS A MEANS OF COINING ARCHITECTURAL TERMS ...
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