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1
Linguistic Resources Linguistic Resources for the automatic for the automatic annotation of speech annotation of speech (version 6)
Bigi, Brigitte
In: https://hal.archives-ouvertes.fr/hal-03468442 ; 2021 (2021)
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2
Slavonic–Romanian lexicons of the 17th century and their comparative digital edition (the eRomLex project)
Ana-Maria Gînsac
;
Mihai-Alex Moruz
;
Mădălina Ungureanu
. - : Diacronia, 2021
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3
Sentiment analysis of extremism in social media from textual information
Aljuaid, Hanan
;
Ahmad, Haseeb
;
Ishtiaq, Atiab
;
Asif, Muhammad
;
Shah, Jalal
In: Security Research Hub Reports (2020)
Abstract:
Uncertainty in political, religious, and social issues causes extremism among people that are depicted by their sentiments on social media. Although, English is the most common language used to share views on social media, however, other vicinity based languages are also used by locals. Thus, it is also required to incorporate the views in such languages along with widely used languages for revealing better insights from data. This research focuses on the sentimental analysis of social media multilingual textual data to discover the intensity of the sentiments of extremism. Our study classifies the incorporated textual views into any of four categories, including high extreme, low extreme, moderate, and neutral, based on their level of extremism. Initially, a multilingual lexicon with the intensity weights is created. This lexicon is validated from domain experts and it attains 88% accuracy for validation. Subsequently, Multinomial Naïve Bayes and Linear Support Vector Classifier algorithms are employed for classification purposes. Overall, on the underlying multilingual dataset, Linear Support Vector Classifier out-performs with an accuracy of 82%.
Keyword:
Extremism
;
languages
;
Lexicons
;
Multilingual
;
Multinomial Naïve Bayes Linear Support Vector Classifier
;
Social Media
URL:
https://doi.org/10.1016/j.tele.2020.101345
https://digitalcommons.fiu.edu/srhreports/violent-extremism/violent-extremism/25
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4
Constraints on the lexicons of human languages have cognitive roots present in baboons ( Papio papio )
Chemla, Emmanuel
;
Dautriche, Isabelle
;
Buccola, Brian
...
In: ISSN: 0027-8424 ; EISSN: 1091-6490 ; Proceedings of the National Academy of Sciences of the United States of America ; https://hal.archives-ouvertes.fr/hal-02935155 ; Proceedings of the National Academy of Sciences of the United States of America , National Academy of Sciences, 2019, 116 (30), pp.14926-14930. ⟨10.1073/pnas.1907023116⟩ (2019)
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5
Incorporating Semantic Information to FastText Word Vectors for Improved Sentiment Analysis
Hayden, Colin
. - : Technological University Dublin, 2019
In: Dissertations (2019)
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6
LeSSA: A Unified Framework based on Lexicons and Semi-Supervised Learning Approaches for Textual Sentiment Classification
Jawad Khan
;
Young-Koo Lee
In: Applied Sciences ; Volume 9 ; Issue 24 (2019)
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7
CUSTOMER OPINIONS EVALUATION: A CASESTUDY ON ARABIC TWEETS ...
Ali, Manal Mostafa
. - : Zenodo, 2019
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8
CUSTOMER OPINIONS EVALUATION: A CASESTUDY ON ARABIC TWEETS ...
Ali, Manal Mostafa
. - : Zenodo, 2019
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9
Cross-domain and Cross-lingual abusive language detection: A hybrid approach with deep learning and a multilingual lexicon
Patti V.
;
Pamungkas E.
. - : Association for Computational Linguistics (ACL), 2019. : country:USA, 2019. : place:Stroudsburg, 2019
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10
A multilingual collection of CoNLL-U-compatible morphological lexicons
Sagot, Benoît
In: Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ; https://hal.inria.fr/hal-01798798 ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018), May 2018, Miyazaki, Japan ; http://lrec2018.lrec-conf.org/en/ (2018)
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11
Commercial and economic relations of Russia and England / Great Britain as the motivational drivers to the Russian language learning
Assoc. Prof. Nataliia Grishchenko
;
Assoc. Prof. Evgeniya Ershova
;
Assoc. Prof. Mariya Starsheva
. - 2018
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12
Building Phrase Polarity Lexicons for Sentiment Analysis
Dehkharghani, Rahim
. - : International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2018
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13
Constructing lexicons of relational phrases ... : Konstruktion von Lexika von relationalen Phrasen ...
Grycner, Adam
. - : Universität des Saarlandes, 2017
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14
Kayaw-English-Myanmar Dictionary ; Kayaw - Kalǎ - Ghò̄tò Cèphlô̄bè̄htǔ ; ကယော - အင်္ဂလိပ် - မြန်မာ အဘိဓါန်
Gamache, O. J.
;
U A Soe Thein
;
Blessing, Barbara
. - : Kayaw Ethnic Literature and Cultural Central Committee, 2017
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15
Spanish Morphological Generation with Wide-Coverage Lexicons and Decision Trees ; Generación Morfológica del Español con Lexicones de Amplia Cobertura y Árboles de Decisión
Ferrés, Daniel
;
AbuRa'ed, Ahmed
;
Saggion, Horacio
. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2017
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16
Constructing lexicons of relational phrases ; Konstruktion von Lexika von relationalen Phrasen
Grycner, Adam
. - 2017
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17
Induction de lexiques bilingues à partir de corpus comparables et parallèles
Jakubina, Laurent
. - 2017
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18
El léxico español del vuelo: un proyecto lexicográfico para el dominio del transporte aéreo
de- Matteis, Lorena Marta Amalia
In: LFE. Revista de lenguas para fines específicos [eISSN 2340-8561], v. 23 (2), p. 290-312 (2017)
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19
НОВЫЕ ГОРИЗОНТЫ В ПИСАТЕЛЬСКОЙ ЛЕКСИКОГРАФИИ И В ИЗУЧЕНИИ ИСТОРИЧЕСКОЙ ЛИНГВОПОЭТИКИ РУССКОЙ ЛИТЕРАТУРЫ
ВАСИЛЬЕВ Н.Л.
. - : Общество с ограниченной ответственностью "Издательский Дом "Академия Естествознания", 2016
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20
МОДЕЛИ РЕЧЕВОГО ПОРТРЕТА И ЛИНГВОПСИХИЧЕСКИЙ ПОРТРЕТ ДРАМАТИЧЕСКИХ ПЕРСОНАЖЕЙ В ПЬЕСЕ А.П. ЧЕХОВА «ДЯДЯ ВАНЯ»
ЦЗЯН ЧЖИЯНЬ
. - : Негосударственное образовательное частное учреждение дополнительного профессионального образования «Кубанская многопрофильная академия подготовки, переподготовки, повышения квалификации специалистов», 2016
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