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Universals of word order reflect optimization of grammars for efficient communication.
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In: Proceedings of the National Academy of Sciences of the United States of America, vol 117, iss 5 (2020)
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The Design of Online Environments (Political Hashtags) and the Quality of Democratic Discourse At-Scale
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ПРИМЕНЕНИЕ ТЕХНОЛОГИИ WORD2VEC В ЗАДАЧЕ ВЫДЕЛЕНИЯ ИНВЕРТОРОВ ТОНАЛЬНОСТИ ... : APPLYING WORD2VEC TECHNOLOGY TO SHIFTER EXTRACTION TASK ...
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Abstract:
В работе рассматривается задача выделения инверторов тональности (слов, меняющих тональность соседних слов). Предложен новый метод выделения таких слов, использующий векторные представления, получаемые с помощью технологии Word2vec. В работе также проводится обзор задач, в которых используются тональные слова и инверторы тональности, анализируются существующие методы выделения инверторов тональности, определяются достоинства и недостатки каждого подхода, подробно описывается предложенный новый алгоритм, приводится оценка его работы. ... : The paper considers the task of tonality shifters extraction (words that change the tonality of neighboring words). A novel approach for extracting such words is proposed. It uses vector representations generated by Word2vec technology. The paper also reviews tasks that use tonal words and tonality shifters, analyzes existing methods for extracting tonality shifters, determines the advantages and disadvantages of each approach. It gives a thorough description of the proposed algorithm and its evaluation. ...
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Keyword:
computational linguistics; sentiment analysis; tonality shifters; word2vec; инверторы тональности; компьютерная лингвистика; оценка тональности
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URL: https://research-journal.org/wp-content/uploads/2020/04/4-1-94-1.pdf#page=36 https://dx.doi.org/10.23670/irj.2020.94.4.005
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Living Machines atypical animacy dataset ...
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: British Library, 2020
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A Corpus Approach to Roman Law Based on Justinian’s Digest ...
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Machine learning methods for vector-based compositional semantics ...
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Learning meaning representations for text generation with deep generative models ...
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Cao, Kris. - : Apollo - University of Cambridge Repository, 2020
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LitCrit: exploring intentions as a basis for automated feedback on Related Work. ...
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Modelling speaker adaptation in second language learner dialogue ...
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Code and data accompanying the study "Modeling word trees in historical linguistics" ...
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Code and Tutorial Accompanying "Computer-Assisted Language Comparison: State of the Art" ...
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Code and Tutorial Accompanying "Computer-Assisted Language Comparison: State of the Art" ...
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Code and data accompanying the study "Modeling word trees in historical linguistics" ...
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Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels ...
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The Quest for 'Falsehood', or a Survey of Tools for the Study of Greek-Syriac-Arabic Translations ...
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Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels ...
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The Quest for 'Falsehood', or a Survey of Tools for the Study of Greek-Syriac-Arabic Translations ...
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Towards Programming in Natural Language: Learning New Functions from Spoken Utterances ...
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