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Childs, George Tucker (7)
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Hits 1 – 20 of 105
1
Morphotype Classification Criteria and Influence of Sociocultural Factors on Perceived Shea Tree (Vitellaria paradoxa C.F. Gaertn) Natural Variation across Parklands in Benin
Michée Fustelle F. Merinosy; Enoch G. Achigan-Dako; Paul Césaire Gnanglè; Eugène Kassa; Jean-Marc Boffa
In: Plants; Volume 11; Issue 3; Pages: 299 (2022)
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2
The Historical Linguistics of Hunter-Gatherers in East Africa: A Discussion ...
Mous, Maarten
. - : Zenodo, 2022
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3
The Historical Linguistics of Hunter-Gatherers in East Africa: A Discussion ...
Mous, Maarten
. - : Zenodo, 2022
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4
Kola as an Indispensable Article of Trade in West Africa ...
Adesida, Francis Adetunji
;
Kayode Akanni Oluyole
;
Foluso.Temitope Agulanna
. - : Zenodo, 2021
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5
Kola as an Indispensable Article of Trade in West Africa ...
Adesida, Francis Adetunji
;
Kayode Akanni Oluyole
;
Foluso.Temitope Agulanna
. - : Zenodo, 2021
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6
Exploring West African Folk Narrative Texts Using Machine Learning
Gossa Lô
;
Victor de Boer
;
Chris J. van Aart
In: Information ; Volume 11 ; Issue 5 (2020)
Abstract:
This paper examines how machine learning (ML) and natural language processing (NLP) can be used to identify, analyze, and generate West African folk tales. Two corpora of West African and Western European folk tales are compiled and used in three experiments on cross-cultural folk tale analysis. In the text generation experiment, two types of deep learning text generators are built and trained on the West African corpus. We show that although the texts range between semantic and syntactic coherence, each of them contains West African features. The second experiment further examines the distinction between the West African and Western European folk tales by comparing the performance of an LSTM (acc. 0.74) with a BoW classifier (acc. 0.93), indicating that the two corpora can be clearly distinguished in terms of vocabulary. An interactive t-SNE visualization of a hybrid classifier (acc. 0.85) highlights the culture-specific words for both. The third experiment describes an ML analysis of narrative structures. Classifiers trained on parts of folk tales according to the three-act structure are quite capable of distinguishing these parts (acc. 0.78). Common n-grams extracted from these parts not only underline cross-cultural distinctions in narrative structures, but also show the overlap between verbal and written West African narratives.
Keyword:
deep learning
;
folk tales
;
storytelling
;
text classification
;
text generation
;
West Africa
URL:
https://doi.org/10.3390/info11050236
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7
A Look at Diachronic Phonological Processes in Inthii Oy
Jennifer L. Daniell
In: Journal of the Southeast Asian Linguistics Society, Vol 13, Iss 1, Pp 1-52 (2020) (2020)
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8
Le discours transgressif dans la musique urbaine en Afrique de l’Ouest
Ahouandjinou, Géraud
;
Badou, Agnès
;
Zounon, Ornheilia
In: Communication & langages, N 205, 3, 2020-08-31, pp.77-93 (2020)
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9
Oral History Interview with Nabintou Doumbia on December 20, 2020
Dream Storytelling Project Team
In: Dream Storytelling Interviews (2020)
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10
Oral History Interview with Shaykh Momodou Ceesay on October 24, 2020
Dream Storytelling Project Team
In: Dream Storytelling Interviews (2020)
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11
Economic value and socio-cultural determinants of non-timber forest products harvesting in the W Transboundary Biosphere Reserve, Benin ...
Fandohan, Alice Bonou
;
Belarmain Fandohan
;
Adegbidi, Anselme
. - : Zenodo, 2019
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12
Economic value and socio-cultural determinants of non-timber forest products harvesting in the W Transboundary Biosphere Reserve, Benin ...
Fandohan, Alice Bonou
;
Belarmain Fandohan
;
Adegbidi, Anselme
. - : Zenodo, 2019
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13
24.919 Topics in Linguistics: Creole Languages and Caribbean Identities, Spring 2004 ; Topics in Linguistics: Creole Languages and Caribbean Identities
DeGraff, Michel
. - 2018
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14
The Distribution of Advanced Tongue Root Harmony and Interior Vowels in the Macro-Sudan Belt
Rolle, Nicholas
;
Faytak, Matthew
;
Lionnet, Florian
In: Rolle, Nicholas; Faytak, Matthew; & Lionnet, Florian. (2017). The Distribution of Advanced Tongue Root Harmony and Interior Vowels in the Macro-Sudan Belt. UC Berkeley Phonology Lab Annual Reports, 13(1). Retrieved from: http://www.escholarship.org/uc/item/92w5f6m4 (2017)
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15
Postcolonial literature and world Englishes : a corpus-based approach of modes of representation of the non-standard in writing [Online resource]
Michael Percillier
;
Catherine Paulin
In: International journal of literary linguistics : IJLL 6 (2017) 1, Art. 3, 1-24
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16
Busy Intersections: A Framework for Revitalization
Childs, George Tucker
In: Applied Linguistics Faculty Publications and Presentations (2017)
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17
To Heal and to Harm: Medicine, Knowledge, and Power in the Atlantic Slave Trade
Roberts, Carolyn Elizabeth
. - 2017
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18
Toponyms: Neglected wallflower or pot of plenty
Schaefer, Ronald P
In: Proceedings of the Linguistic Society of America; Vol 2 (2017): Proceedings of the Linguistic Society of America; 43:1–8 ; 2473-8689 (2017)
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19
The Knowledge of Ideophones in Multilingual Contexts: A West African Pilot Study
Childs, George Tucker
In: Applied Linguistics Faculty Publications and Presentations (2016)
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20
The Definite Article in Mel
Childs, George Tucker
In: Applied Linguistics Faculty Publications and Presentations (2016)
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