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Towards a part-of-speech tagger for Sranan Tongo ...
Nicolás, C.V.; Viktor, Z.. - : Фонд содействия развитию интернет-медиа, ИТ-образования, человеческого потенциала "Лига интернет-медиа", 2022
Abstract: Abstract—This paper is the continuation of a work submitted to the International Conference Corpus Linguistics 2021 [1]. On that occasion, a rule-based stochastic hybrid part-of-speech tagger (POS) was introduced for Sranan Tongo, a Creole language from South America with around half a million speakers. Since Sranan Tongo does not have a written corpus and text annotation is an expensive and time-consuming task, it was proposed to take a first step in training a POS tagger using only 550 hand-annotated sentences with part of speech tags. In this new contribution, the development of the POS tagger for Sranan Tongo goes a step further with the addition of more training data. For this matter, the tagger was used to annotate 2,406 sentences. The tagging results were hand-corrected and employed to retrain the model. A comparison is shown between the performance of the POS tagger on three texts before and after the inclusion of the new training data. ... : International Journal of Open Information Technologies, Выпуск 12 2022 ...
Keyword: Hidden Markov Model; lowresource; part-of-speech tagger; Sranan Tongo
URL: http://injoit.org/index.php/j1/article/view/1235
https://dx.doi.org/10.25559/injoit.2307-8162.09.202112.99-103
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2
LINGUIST List Resources for Sranan Tongo
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3
WALS Online Resources for Sranan
: Max Planck Institute for Evolutionary Anthropology, 2021
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4
Glottolog 4.4 Resources for Sranan Tongo
: Max Planck Institute for Evolutionary Anthropology, 2021
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5
APiCS Online Resources for Sranan
: None, 2020
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6
A tale of two dialect regions ... : Sranan’s 17th-century English input ...
Sherriah, André Ché. - : Freie Universität Berlin, 2019
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7
Crúbadán language data for Sranan
Kevin Scannell. - 2018
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8
Sranan Tongo: a language of Suriname
: SIL International, 2018
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9
The present perfective paradox across languages
Wit, Astrid de. - Oxford, United Kingdom : Oxford University Press, 2017
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UB Frankfurt Linguistik
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10
In and Out of Suriname
Carlin, E.B.; L, .; Migge, B.. - [Erscheinungsort nicht ermittelbar] : Brill, 2015
UB Frankfurt Linguistik
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11
In and Out of Suriname
Leglise, Isabelle; Tjon Sie Fat, Paul B.; Carlin, Eithne B.. - [Erscheinungsort nicht ermittelbar] : Brill, 2015
UB Frankfurt Linguistik
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12
The emergence of hybrid grammars : language contact and change
Aboh, Enoch Oladé. - Cambridge : Cambridge University Press, 2015
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UB Frankfurt Linguistik
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13
In and out of Suriname : language, mobility and identity
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UB Frankfurt Linguistik
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14
Surviving the middle passage : the West-Africa-Surinam Sprachbund
Muysken, Pieter (Hrsg.); Smith, Norval (Hrsg.). - Berlin [u.a.] : De Gruyter Mouton, 2015
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UB Frankfurt Linguistik
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15
Étude comparative diachronique et synchronique des suffixes -man sranan et -mà saramaccan
Therriault, Luc. - 2015
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16
Grammatical theory and bilingual codeswitching
Bhatt, Rakesh Mohan; Bandi-Rao, Shoba; Colina, Sonia. - Cambridge, Mass. : MIT Press, 2014
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UB Frankfurt Linguistik
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17
Language change in a multiple contact setting: The case of Sarnami (Suriname) ...
Yakpo, Kofi; Muysken, Pieter. - : Zenodo, 2014
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18
Language change in a multiple contact setting: The case of Sarnami (Suriname) ...
Yakpo, Kofi; Muysken, Pieter. - : Zenodo, 2014
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19
Assessing the nature and role of substrate influence in the formation and development of the creoles of Suriname
Migge, Bettina. - : John Benjamins, 2014
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20
Exploring language in a multilingual context : variation, interaction and ideology in language documentation
Migge, Bettina; Léglise, Isabelle. - Cambridge : Cambridge University Press, 2013
MPI für Psycholinguistik
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