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Universal Segmentations 1.0 (UniSegments 1.0)
Žabokrtský, Zdeněk; Bafna, Nyati; Bodnár, Jan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2022
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2
LINGUIST List Resources for Bengali
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3
BenSignNet: Bengali Sign Language Alphabet Recognition Using Concatenated Segmentation and Convolutional Neural Network
In: Applied Sciences; Volume 12; Issue 8; Pages: 3933 (2022)
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4
Pragmatic particles : findings from Asian languages
Kiaer, Jieun. - London : Bloomsbury Academic, 2021
BLLDB
UB Frankfurt Linguistik
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5
From Sheikh Mujib to the Architect of the Nation: A Study of Father of the Nation by Mohammad Nurul Huda ...
Alamgir, Mohammad. - : Zenodo, 2021
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6
From Sheikh Mujib to the Architect of the Nation: A Study of Father of the Nation by Mohammad Nurul Huda ...
Alamgir, Mohammad. - : Zenodo, 2021
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7
WALS Online Resources for Bengali
: Max Planck Institute for Evolutionary Anthropology, 2021
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8
Glottolog 4.4 Resources for Bengali
: Max Planck Institute for Evolutionary Anthropology, 2021
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9
Claim Detection and Matching for Indian Languages ...
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10
Claim Detection and Matching for Indian Languages ...
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11
Aspects of Epenthesis across Bengali Dialects ...
Shubha, Naywaz Sharif. - : Zenodo, 2021
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12
Aspects of Epenthesis across Bengali Dialects ...
Shubha, Naywaz Sharif. - : Zenodo, 2021
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13
Phonetic_Transfer ...
Dutta, Indranil. - : Open Science Framework, 2021
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14
Phonetic_Transfer ...
Dutta, Indranil. - : Open Science Framework, 2021
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15
BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition
In: Applied Sciences ; Volume 11 ; Issue 15 (2021)
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16
Using Machine Learning to Detect Events on the Basis of Bengali and Banglish Facebook Posts
In: Electronics ; Volume 10 ; Issue 19 (2021)
Abstract: In modern times, ensuring social security has become the prime concern for security administrators. The widespread and recurrent use of social media sites is creating a huge risk for the lives of the general people, as these sites are frequently becoming potential sources of the organization of various types of immoral events. For protecting society from these dangers, a prior detection system which can effectively detect events by analyzing these social media data is essential. However, automating the process of event detection has been difficult, as existing processes must account for diverse writing styles, languages, dialects, post lengths, and et cetera. To overcome these difficulties, we developed an effective model for detecting events, which, for our purposes, were classified as either protesting, celebrating, religious, or neutral, using Bengali and Banglish Facebook posts. At first, the collected posts’ text were processed for language detection, and then, detected posts were pre-processed using stopwords removal and tokenization. Features were then extracted from these pre-processed texts using three sub-processes: filtering, phrase matching of specific events, and sentiment analysis. The collected features were ultimately used to train our Bernoulli Naive Bayes classification model, which was capable of detecting events with 90.41% accuracy (for Bengali-language posts) and 70% (for the Banglish-form posts). For evaluating the effectiveness of our proposed model more precisely, we compared it with two other classifiers: Support Vector Machine and Decision Tree.
Keyword: Banglish; Bengali; Bernoulli Naïve Bayes; decision tree; event detection; social media; support vector machine
URL: https://doi.org/10.3390/electronics10192367
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17
Bangla Bengali sentiment lexicon dictionary with positive and negative words ...
Sazzed, Salim. - : Mendeley, 2021
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18
Bangla Bengali sentiment lexicon dictionary with positive and negative words ...
Sazzed, Salim. - : Mendeley, 2021
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19
Bangla Bengali sentiment lexicon dictionary with positive and negative words ...
Sazzed, Salim. - : Mendeley, 2021
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20
Semantic context effects in monolingual and bilingual speakers
In: Journal of Neurolinguistics ; 57 (2021). - 100942. - Elsevier. - ISSN 0911-6044. - eISSN 1873-8052 (2021)
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