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Hits 1 – 20 of 223
1
Regression modeling for linguistic data ...
Sonderegger, Morgan
. - : Open Science Framework, 2022
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2
THE EFFECTS OF L2 PRAGMATIC AUTONOMOUS AND CONTROLLED MOTIVATIONS ON ENGAGEMENT WITH PRAGMATIC ASPECT
I Nyoman Suka Sanjaya
;
Anak Agung Raka Sitawati
;
Ni Ketut Suciani
...
In: TEFLIN Journal, Vol 33, Iss 1, Pp 148-172 (2022) (2022)
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3
A multi-method approach to correlate identification in acoustic data: The case of Media Lengua
Onosson, Sky
;
Stewart, Jesse
In: Laboratory Phonology: Journal of the Association for Laboratory Phonology; Vol 12, No 1 (2021); 13 ; 1868-6354 (2021)
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4
Which data do elementary school teachers use to determine reading difficulties in their students?
Schmitterer, Alexandra
;
Brod, Garvin
In: Journal of learning disabilities 54 (2021) 5, S. 349-364 (2021)
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5
Which data do elementary school teachers use to determine reading difficulties in their students? ...
Schmitterer, Alexandra
;
Brod, Garvin
. - : Hammill Inst. on Disabilites, 2021. : Sage Publ., 2021
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6
Aspects of linguistic ageing in literary authors across time
Vogel, Carl
. - 2021
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7
APPLICATION OF THE ECONOMETRIC APPROACH TO FORECASTING THE KEY INDICATORS IN RENTAL OPERATIONS ; ЗАСТОСУВАННЯ ЕКОНОМЕТРИЧНОГО ПІДХОДУ ДО ПРОГНОЗУВАННЯ КЛЮЧОВИХ ПОКАЗНИКІВ В ОРЕНДНИХ ОПЕРАЦІЯХ
Ільїн, Валерій
;
Рогозний, Сергій
In: The Economic Discourse; No. 3 (2020); 106-116 ; Економічний дискурс; № 3 (2020); 106-116 ; 2410-7476 ; 2410-0919 ; 10.36742/2410-0919-2020-3 (2021)
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8
Dietary consumption in the Swiss Kidney Stone Cohort-NCCR Kidney.CH
Legay, C.
;
Pasquier, J.
;
Fuster, D.
...
In: Swiss Medical Weekly, vol. 151, no. SUPPL 256, pp. 18S-19S (2021)
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9
Exploring predictors of translation performance
Mehdi Ghobadi
;
Sadaf Khosroshahi
;
Fatemeh Giveh
In: Translation and Interpreting : the International Journal of Translation and Interpreting Research, Vol 13 , Iss 2 (2021) (2021)
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10
Rapid computations of spectrotemporal prediction error support perception of degraded speech. ...
Sohoglu, Ediz
;
Davis, Matt
. - : Apollo - University of Cambridge Repository, 2020
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11
Opinion-Mining on Marglish and Devanagari Comments of YouTube Cookery Channels Using Parametric and Non-Parametric Learning Models
Sonali Rajesh Shah
;
Abhishek Kaushik
;
Shubham Sharma
;
Janice Shah
In: Big Data and Cognitive Computing ; Volume 4 ; Issue 1 (2020)
Abstract:
YouTube is a boon, and through it people can educate, entertain, and express themselves about various topics. YouTube India currently has millions of active users. As there are millions of active users it can be understood that the data present on the YouTube will be large. With India being a very diverse country, many people are multilingual. People express their opinions in a code-mix form. Code-mix form is the mixing of two or more languages. It has become a necessity to perform Sentiment Analysis on the code-mix languages as there is not much research on Indian code-mix language data. In this paper, Sentiment Analysis (SA) is carried out on the Marglish (Marathi + English) as well as Devanagari Marathi comments which are extracted from the YouTube API from top Marathi channels. Several machine-learning models are applied on the dataset along with 3 different vectorizing techniques. Multilayer Perceptron (MLP) with Count vectorizer provides the best accuracy of 62.68% on the Marglish dataset and Bernoulli Naï ; ve Bayes along with the Count vectorizer, which gives accuracy of 60.60% on the Devanagari dataset. Multilayer Perceptron and Bernoulli Naï ; ve Bayes are considered to be the best performing algorithms. 10-fold cross-validation and statistical testing was also carried out on the dataset to confirm the results.
Keyword:
bernoulli naïve bayes
;
count vectorizer
;
cross-validation
;
devanagari
;
logistic regression
;
marglish
;
sentiment analysis
;
statistical testing
;
TF-IDF vectorizer
;
YouTube
URL:
https://doi.org/10.3390/bdcc4010003
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12
"(Weitergeleitet von Journalistin)": The Gendered Presentation of Professions on Wikipedia
Zagovora, Olga
;
Flöck, Fabian
;
Wagner, Claudia
In: Proceedings of the 9th ACM on Web Science Conference 2017 ; 83-92 ; ACM Web Science Conference (WebSci '17) ; 9 (2020)
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13
Bilingual (English-Ukrainian) course of lectures on "probabilistic basics of data proccesing" [Text] / Comp.: O.A Batina, G.G.Vlasyuk.- K .: NTUU "KPI", 2017. - 179 p.
elena Batina
(8972099). - 2020
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14
The development of narrative skills in Turkish-speaking children: A complexity approach
Ögel Balaban, Hale
;
Hohenberger, Annette
. - 2020
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15
Primärprozess in der Katathym Imaginativen Psychotherapie unter dem Einfluss psychotroper Substanzen ...
Grotz, Annalen
. - : Universität Ulm, 2019
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16
Computing Happiness from Textual Data
Emad Mohamed
;
Sayed A. Mostafa
In: Stats ; Volume 2 ; Issue 3 ; Pages 25-370 (2019)
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17
Computing Happiness from Textual Data
Mohamed, Emad
;
Mostafa, Safa
In: 2 ; 3 ; 347 ; 370 (2019)
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18
Individualized Frequency Importance Functions for Listeners with Sensorineural Hearing Loss
Bosen, Adam K.
;
Yoho Leopold, Sarah E.
In: Communicative Disorders and Deaf Education Faculty Publications (2019)
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19
A Meta-Analysis and Meta-Regression of Incidental Second Language Word Learning from Spoken Input ...
de Vos, Johanna
;
Schriefers, Herbert
;
Lemhöfer, Kristin
. - : Radboud University, 2018
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20
The Relation between Prospective Teachers’ Attitudes towards Uncertainty and Motivation in Teaching
Cem Şenol
;
Mustafa Akdağ
In: Education Sciences ; Volume 8 ; Issue 3 (2018)
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