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Awesome forces and warning signs ; Awesome forces and warning signs: Charting the semantic history of tabu words in Vanuatu
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In: ISSN: 0029-8115 ; EISSN: 1527-9421 ; Oceanic Linguistics ; https://halshs.archives-ouvertes.fr/halshs-03092520 ; Oceanic Linguistics, University of Hawai'i Press, 2022, 61 (1), ⟨10.1353/ol.2021.0012⟩ ; https://muse.jhu.edu/article/835779/summary (2022)
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Linguistic resources for paraphrase generation in Portuguese: a Lexicon-Grammar approach
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03548861 ; Language Resources and Evaluation, Springer Verlag, 2022, ⟨10.1007/s10579-021-09561-5⟩ ; https://link.springer.com/article/10.1007/s10579-021-09561-5 (2022)
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ELAL: An Emotion Lexicon for the Analysis of Alsatian Theatre Plays
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In: Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-03655148 ; Language Resources and Evaluation Conference, Jun 2022, Marseille, France ; https://lrec2022.lrec-conf.org/ (2022)
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Neologia Lexical em Uanhenga Xitu: Para a construção de um glossário de autor
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Pemanfaatan Bank-data Digital Dwibahasa dalam Kajian Terjemahan: Studi kasus padanan bahasa Indonesia untuk verba sinonim bahasa Inggris ROB & STEAL ...
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Pemanfaatan Bank-data Digital Dwibahasa dalam Kajian Terjemahan: Studi kasus padanan bahasa Indonesia untuk verba sinonim bahasa Inggris ROB & STEAL ...
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EXPLICIT HISTORICAL, PHONETIC, AND PHONOLOGICAL INSTRUCTION IN SECOND LANGUAGE ACQUISITION ...
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EXPLICIT HISTORICAL, PHONETIC, AND PHONOLOGICAL INSTRUCTION IN SECOND LANGUAGE ACQUISITION ...
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Paradigmatic Uniformity: Evidence from Heritage Speakers of Spanish ...
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Paradigmatic Uniformity: Evidence from Heritage Speakers of Spanish ...
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Diagnostic Accuracy of Grammatical Measures (Guo & Schneider, 2016) ...
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Diagnostic Accuracy of Grammatical Measures (Guo & Schneider, 2016) ...
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Onomastic Conversion - An Active Way of Making Anthroponyms ...
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К вопросу о формировании стилей в цахурском языке ... : To the question of the formation of styles in the Tsakhur language ...
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Исаева, З.Н.. - : АНО Редакция журнала "Социально-гуманитарные знания", 2022
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LEXICAL AND SEMANTIC CHARACTERISTICS OF HYPONOMIC RELATIONS AND DEEPLY ANALYZING ITS FEATURES IN ENGLISH LINGUISTUCS ...
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Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
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In: Electronics; Volume 11; Issue 3; Pages: 374 (2022)
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Abstract:
Recent evolutions in the e-commerce market have led to an increasing importance attributed by consumers to product reviews made by third parties before proceeding to purchase. The industry, in order to improve the offer intercepting the discontent of consumers, has placed increasing attention towards systems able to identify the sentiment expressed by buyers, whether positive or negative. From a technological point of view, the literature in recent years has seen the development of two types of methodologies: those based on lexicons and those based on machine and deep learning techniques. This study proposes a comparison between these technologies in the Italian market, one of the largest in the world, exploiting an ad hoc dataset: scientific evidence generally shows the superiority of language models such as BERT built on deep neural networks, but it opens several considerations on the effectiveness and improvement of these solutions when compared to those based on lexicons in the presence of datasets of reduced size such as the one under study, a common condition for languages other than English or Chinese.
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Keyword:
BERT; deep learning; Italian; lexicon; nooj; review; sentiment analysis
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URL: https://doi.org/10.3390/electronics11030374
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COVID-19 Vaccination-Related Sentiments Analysis: A Case Study Using Worldwide Twitter Dataset
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In: Healthcare; Volume 10; Issue 3; Pages: 411 (2022)
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