POS-Tagging for informal language (study in Indonesian tweets)

Suryawati, Endang; Munandar, Devi; Riswantini, Dianadewi; Abka, Achmad F.; Arisal, Andria

doi:10.1088/1742-6596/971/1/012055

Cited by 7 publications

(3 citation statements)

References 6 publications

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“…[18] It is reported in the literature that inorganic materials rich with metal ions such as Zn 2+ , Mg 2+ , K + and Ag + create a toxic environment, which is not conducive for the E. coli. [22,41,42] The processed mica studied here also has higher contents of Mg 2+ and K +. [43] Therefore, processed mica could impart a very important property to the NRLFs.…”

Section: Antibacterial Propertiesmentioning

confidence: 63%

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Dananjaya

Priyanka

Somarathna

et al. 2022

Vinyl Additive Technology

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A comparative study on processed mica waste (PMW) filled natural rubber latex foams (NRLF) made out of centrifuged latex and creamed latex was conducted. The morphological, mechanical, and degradability properties of the composites were studied. The PMW was incorporated at 0, 2, 4, 6, 8, and 10 phr loading. Morphological studies revealed that both types of composites possess open‐cell structures. However, creamed latex based foam rubber composites showed foam structures with much larger cell sizes. PMW loading showed similar influences on the properties of the foam composites, irrespective of the latex type used. Increasing filler loading increases tensile strength, modulus at 100% elongation, tear strength, compression set, shrinkage, biodegradability, and antibacterial properties and reduces elongation at break and extractable protein content while offering a slightly dark color to the composites. It was also found that the creamed latex based foam rubber exhibits lesser extractable protein content and slightly inferior properties in tensile strength, shrinkage properties and color compared to centrifuged latex based foam rubber. However, it was shown that type of latex does not influence biodegradability, antibacterial properties, and color retention. Thermogravimetric analysis results confirmed the thermal resistance and reinforcing ability of mica in both NRLF composites.

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Section: Antibacterial Propertiesmentioning

confidence: 63%

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Dananjaya

Priyanka

Somarathna

et al. 2022

Vinyl Additive Technology

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show abstract

“…Annotations, according to O' Keeffe & McCarthy (2010), may include tagging and annotating grammatical categories to create more effective and efficient linguistic analysis. To this extent, the annotation software is only available for English (Sagae, Davis, Lavie, & Macwhinney, 2010) and Indonesian (Suryawati, Munandar, Riswantini, Abka, & Andria, 2018) data sets. We therefore put the linguistic annotation of Javanese data into our shortlisted agenda.…”

Section: Resultsmentioning

confidence: 99%

Learner Corpora : Their Potentials for the Language Learning Classroom in Indonesian Primary School Contexts

Zen¹,

Kadarisman²,

Apriana³

et al. 2019

The Journal of AsiaTEFL

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“…The authors of [24] used an existing formal Indonesia POS tagger [25] to automatically annotate Indonesian tweets and added five new tags for Twitter data. Semi-automatic data annotation is employed by the tagger to automatically annotate the new data and the annotation results are manually corrected.…”

Section: Related Workmentioning

confidence: 99%

Developing a POS Tagged Corpus of Urdu Tweets

et al. 2020

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Processing of social media text like tweets is challenging for traditional Natural Language Processing (NLP) tools developed for well-edited text due to the noisy nature of such text. However, demand for tools and resources to correctly process such noisy text has increased in recent years due to the usefulness of such text in various applications. Literature reports various efforts made to develop tools and resources to process such noisy text for various languages, notably, part-of-speech (POS) tagging, an NLP task having a direct effect on the performance of other successive text processing activities. Still, no such attempt has been made to develop a POS tagger for Urdu social media content. Thus, the focus of this paper is on POS tagging of Urdu tweets. We introduce a new tagset for POS-tagging of Urdu tweets along with the POS-tagged Urdu tweets corpus. We also investigated bootstrapping as a potential solution for overcoming the shortage of manually annotated data and present a supervised POS tagger with an accuracy of 93.8% precision, 92.9% recall and 93.3% F-measure.

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POS-Tagging for informal language (study in Indonesian tweets)

Cited by 7 publications

References 6 publications

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

A comparative study on mica waste‐filled natural rubber foam composites made out of creamed and centrifuged latex

Learner Corpora : Their Potentials for the Language Learning Classroom in Indonesian Primary School Contexts

Developing a POS Tagged Corpus of Urdu Tweets

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