Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020

Rachel Edita O. Roxas; Joseph Marvin R. Imperial; Angelica H. De La Cruz

Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020

Rachel Edita O. Roxas, Joseph Marvin R. Imperial, Angelica H. De La Cruz

Department of Computer Science

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

Abstract

This study presents the quantitative and qualitative analyses of natural language processing (NLP) scientific literature during a 15-year period, from 2006 to 2020, of an underrepresented region, the Philippines. This aims to identify the current state of research work and further highlight research gaps for research development in the country. From the 217 Scopus-indexed publications which were extracted during June 2021, 185 publications were manually identified and screened for further analyses. The analyses reveal the collective profiles of these documents, research productivity, modalities, language polarity, human languages considered, and NLP areas considered in the studies. Conclusions and recommendations for the Philippine research community are presented.

Original language	English
Title of host publication	Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation
Publisher	Association for Computational Linguistics (ACL)
Pages	500-509
Number of pages	10
Publication status	Published - 7 Nov 2021
Event	35th Pacific Asia Conference on Language, Information and Computation, PACLIC 2021 - Shanghai, China Duration: 5 Nov 2021 → 7 Nov 2021

Conference

Conference	35th Pacific Asia Conference on Language, Information and Computation, PACLIC 2021
Country/Territory	China
City	Shanghai
Period	5/11/21 → 7/11/21

ASJC Scopus subject areas

Artificial Intelligence
Human-Computer Interaction
Linguistics and Language

Access to Document

https://aclanthology.org/2021.paclic-1.76/Licence: CC BY

Cite this

Roxas, R. E. O., Imperial, J. M. R., & De La Cruz, A. H. (2021). Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020. In Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation (pp. 500-509). [2021.paclic-1.76] Association for Computational Linguistics (ACL). https://aclanthology.org/2021.paclic-1.76/

Science Mapping of Publications in Natural Language Processing in the Philippines : 2006 to 2020. / Roxas, Rachel Edita O.; Imperial, Joseph Marvin R.; De La Cruz, Angelica H.

Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation. Association for Computational Linguistics (ACL), 2021. p. 500-509 2021.paclic-1.76.

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

Roxas, REO, Imperial, JMR & De La Cruz, AH 2021, Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020. in Proceedings of the 35th Pacific Asia Conference on Language, Information and Computation., 2021.paclic-1.76, Association for Computational Linguistics (ACL), pp. 500-509, 35th Pacific Asia Conference on Language, Information and Computation, PACLIC 2021, Shanghai, China, 5/11/21. <https://aclanthology.org/2021.paclic-1.76/>

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title = "Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020",

abstract = "This study presents the quantitative and qualitative analyses of natural language processing (NLP) scientific literature during a 15-year period, from 2006 to 2020, of an underrepresented region, the Philippines. This aims to identify the current state of research work and further highlight research gaps for research development in the country. From the 217 Scopus-indexed publications which were extracted during June 2021, 185 publications were manually identified and screened for further analyses. The analyses reveal the collective profiles of these documents, research productivity, modalities, language polarity, human languages considered, and NLP areas considered in the studies. Conclusions and recommendations for the Philippine research community are presented.",

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N2 - This study presents the quantitative and qualitative analyses of natural language processing (NLP) scientific literature during a 15-year period, from 2006 to 2020, of an underrepresented region, the Philippines. This aims to identify the current state of research work and further highlight research gaps for research development in the country. From the 217 Scopus-indexed publications which were extracted during June 2021, 185 publications were manually identified and screened for further analyses. The analyses reveal the collective profiles of these documents, research productivity, modalities, language polarity, human languages considered, and NLP areas considered in the studies. Conclusions and recommendations for the Philippine research community are presented.

AB - This study presents the quantitative and qualitative analyses of natural language processing (NLP) scientific literature during a 15-year period, from 2006 to 2020, of an underrepresented region, the Philippines. This aims to identify the current state of research work and further highlight research gaps for research development in the country. From the 217 Scopus-indexed publications which were extracted during June 2021, 185 publications were manually identified and screened for further analyses. The analyses reveal the collective profiles of these documents, research productivity, modalities, language polarity, human languages considered, and NLP areas considered in the studies. Conclusions and recommendations for the Philippine research community are presented.

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M3 - Chapter in a published conference proceeding

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Y2 - 5 November 2021 through 7 November 2021

ER -

Science Mapping of Publications in Natural Language Processing in the Philippines: 2006 to 2020

Abstract

Conference

ASJC Scopus subject areas

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