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Leibniz Dream: Children's comprehension of conjunctive expressions in Hungarian ...
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Viewing angle in novice L2 lexical learning in British Sign Language (BSL) ...
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Agreement attraction in English and Czech: A direct experimental comparison ...
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Does high talker variability improve the learning of non-native phoneme contrasts? A replication ...
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The effect of lengthening aspiration on speech segmentation ...
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Current & Future Research Directions in Singapore Mandarin ...
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Xie, X., Liu, L., & Jaeger, T. F. (2021-JEP:G). Cross-talker generalization in the perception of non-nativespeech: a large-scale replication ...
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Arousal States as a Key Source of Variability in Speech Perception and Learning
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In: Languages; Volume 7; Issue 1; Pages: 19 (2022)
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Analysis of the Effects of Lockdown on Staff and Students at Universities in Spain and Colombia Using Natural Language Processing Techniques
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 9; Pages: 5705 (2022)
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Abstract:
The aim of this study is to analyze the effects of lockdown using natural language processing techniques, particularly sentiment analysis methods applied at large scale. Further, our work searches to analyze the impact of COVID-19 on the university community, jointly on staff and students, and with a multi-country perspective. The main findings of this work show that the most often related words were “family”, “anxiety”, “house”, and “life”. Besides this finding, we also have shown that staff have a slightly less negative perception of the consequences of COVID-19 in their daily life. We have used artificial intelligence models such as swivel embedding and a multilayer perceptron as classification algorithms. The performance that was reached in terms of accuracy metrics was 88.8% and 88.5% for students and staff, respectively. The main conclusion of our study is that higher education institutions and policymakers around the world may benefit from these findings while formulating policy recommendations and strategies to support students during this and any future pandemics.
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Keyword:
continents; COVID-19; habits; institutions; mental health; natural language processing; online learning; perception; satisfaction; socio-demographic factors; Swivel embedding; university student; word cloud
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URL: https://doi.org/10.3390/ijerph19095705
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Individual Differences in Singing Behavior during Childhood Predicts Language Performance during Adulthood
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In: Languages; Volume 7; Issue 2; Pages: 72 (2022)
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Preliminary Results on the Development of the Perception of Spanish /e/ and /ei/ by Heritage Learners vs. L2 Learners of Spanish in the Classroom
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In: Languages; Volume 7; Issue 1; Pages: 7 (2022)
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Perceptual Categorization of Hñäñho-Specific Vowel Contrasts by Hñäñho Heritage Speakers in Mexico
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In: Languages; Volume 7; Issue 2; Pages: 73 (2022)
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Phonological Contrast and Conflict in Dutch Vowels: Neurobiological and Psycholinguistic Evidence from Children and Adults ...
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The role of changes in the segmentation of narrated events: looking at the sign languages ; O papel das mudanças na segmentação de eventos narrados : um olhar para as línguas de sinais
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In: Domínios de Lingu@gem; Vol. 16 No. 1 (2022): Número Atemático; 255-297 ; Domínios de Lingu@gem; v. 16 n. 1 (2022): Número Atemático; 255-297 ; 1980-5799 (2022)
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Two Sides of Intelligibility: The Practice and Perception of Performed Accents Onstage
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FACE MASKS AND SPEECH PERCEPTION: EMOTIONS AND INTELLIGIBILITY PERCEIVED BY MONOLINGUAL AND BILINGUAL SPEAKERS
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In: Theses and Dissertations--Linguistics (2022)
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Linguistic Complexity and Planning Effects on Word Duration in Hindi Read Aloud Speech
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In: Proceedings of the Society for Computation in Linguistics (2022)
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The transition of online into limited English learning-teaching in the rural area context
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In: Journal of Applied Linguistics and Literature, Vol 7, Iss 1, Pp 120-135 (2022) (2022)
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Increased connectivity among sensory and motor regions during visual and audiovisual speech perception
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In: Open Access Publications (2022)
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