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1
Using Machine Learning for Pharmacovigilance: A Systematic Review
In: Pharmaceutics; Volume 14; Issue 2; Pages: 266 (2022)
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2
Num-Symbolic Homophonic Social Net-Words
In: Information; Volume 13; Issue 4; Pages: 174 (2022)
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3
Dependency Syntax in the Automatic Detection of Irony and Stance ; Sintaxis de dependencias en la detección automática de ironía y posicionamiento
Cignarella, Alessandra Teresa. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2022
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4
Η επίδραση των κοινωνικών μέσων δικτύωσης στον σχεδιασμό ενός ταξιδιού: Ταξιδιωτική πρόθεση και αντίληψη κινδύνου κατά τη διάρκεια της πανδημίας
Μουστάκα, Ελένη. - : Πανεπιστήμιο Μακεδονίας, 2022
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5
Politics and Incivility in the Online Comments: What is Beyond the Norm-Violation Approach?
In: International Journal of Communication; Vol 15 (2021); 26 ; 1932-8036 (2021)
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6
Online Employer Reviews as a Data Source: A Systematic Literature Review
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7
Machine translation of user-generated content
Lohar, Pintu. - : Dublin City University. School of Computing, 2020. : Dublin City University. ADAPT, 2020
In: Lohar, Pintu (2020) Machine translation of user-generated content. PhD thesis, Dublin City University. (2020)
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8
Parallel data extraction using word embeddings
In: Lohar, Pintu and Way, Andy orcid:0000-0001-5736-5930 (2020) Parallel data extraction using word embeddings. In: NLPTA 2020 : International Conference on NLP Techniques and Applications, 28-29 Nov 2020, London, UK (Online). (2020)
Abstract: Building a robust MT system requires a sufficiently large parallel corpus to be available as training data. In this paper, we propose to automatically extract parallel sentences from comparable corpora without using any MT system or even any parallel corpus at all. Instead, we use crosslingual information retrieval (CLIR), average word embeddings, text similarity and a bilingual dictionary, thus saving a significant amount of time and effort as no MT system is involved in this process. We conduct experiments on two different kinds of data: (i) formal texts from news domain, and (ii) user-generated content (UGC) from hotel reviews. The automatically extracted sentence pairs are then added to the already available parallel training data and the extended translation models are built from the concatenated data sets. Finally, we compare the performance of our new extended models against the baseline models built from the available data. The experimental evaluation reveals that our proposed approach is capable of improving the translation outputs for both the formal texts and UGC.
Keyword: Computational linguistics; Machine translating; parallel data; text similarity; comparable corpora; user-generated content; word embeddings
URL: http://doras.dcu.ie/25339/
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9
Detecting Binge Drinking and Alcohol-Related Risky Behaviours from Twitter’s Users: An Exploratory Content- and Topology-Based Analysis
In: International Journal of Environmental Research and Public Health ; Volume 17 ; Issue 5 (2020)
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10
Managerial Responses and Customer Engagement in Crowdfunding
In: Sustainability ; Volume 12 ; Issue 8 (2020)
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11
Positive reviews on TripAdvisor: a cross-linguistic study of contemporary digital tourism discourse
In: Onomázein: Revista de lingüística, filología y traducción de la Pontificia Universidad Católica de Chile, ISSN 0717-1285, Nº. 7 (VII), 2020 (Ejemplar dedicado a: Discurso turístico, lenguas y traducción), pags. 18-40 (2020)
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12
A Comparison between NMT and PBSMT Performance for Translating Noisy User-Generated Content
In: The 22nd Nordic Conference on Computational Linguistics (NoDaLiDa’19) ; https://hal.archives-ouvertes.fr/hal-02270524 ; The 22nd Nordic Conference on Computational Linguistics (NoDaLiDa’19), Sep 2019, Turku, Finland ; https://nodalida2019.org/index.html (2019)
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13
Mapping Languages and Demographics with Georeferenced Corpora
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14
User-Generated Content in Social Media (Dagstuhl Seminar 17301)
Chua, Tat-Seng; Fuhr, Norbert; Grefenstette, Gregory. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2018. : Dagstuhl Reports. Dagstuhl Reports, Volume 7, Issue 7, 2018
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15
The_Tower_of_Babel.jpg: Diversity of Visual Encyclopedic Knowledge Across Wikipedia Language Editions
In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 12 No. 1 (2018): Twelfth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2018)
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16
Sentiment translation for low resourced languages: experiments on Irish general election Tweets
In: Afli, Haithem orcid:0000-0002-7449-4707 , Maguire, Sorcha and Way, Andy orcid:0000-0001-5736-5930 (2017) Sentiment translation for low resourced languages: experiments on Irish general election Tweets. In: 18th International Conference on Computational Linguistics and Intelligent Text Processing, 17-21 Apr 2017, Budapest, Hungry. (2017)
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17
Reading Between the Lines: Three Investigations of User Generated Content Using Text Analytics ...
Unkn Unknown. - : Temple University. Libraries, 2017
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18
Foreign-language Reviews: Help or Hindrance?
Hale, S; Eleta, I. - 2017
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19
Juxtaposing thematic regions derived from spatial and platial user-generated content
McKenzie, Grant; Adams, Ben. - : Schloss Dagstuhl -- Leibniz-Zentrum fur Informatik, 2017
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20
Normalização textual de conteúdo gerado por usuário ; User-generated content text normalization
Bertaglia, Thales Felipe Costa. - : Biblioteca Digital de Teses e Dissertações da USP, 2017. : Universidade de São Paulo, 2017. : Instituto de Ciências Matemáticas e de Computação, 2017
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