Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models

Camilla Johnine Cosme; Marlene M. De Leon

doi:10.1007/978-981-99-8349-0_11

Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models

Camilla Johnine Cosme, Marlene M. De Leon

Department of Information Systems and Computer Science

Ateneo de Manila University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of World Conference on Information Systems for Business Management - ISBM 2023
Editors	Andres Iglesias, Jungpil Shin, Bharat Patel, Amit Joshi
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	123-135
Number of pages	13
ISBN (Print)	9789819983483
DOIs	https://doi.org/10.1007/978-981-99-8349-0_11
State	Published - 2024
Event	World Conference on Information Systems for Business Management, ISBM 2023 - Bangkok, Thailand Duration: Sep 7 2023 → Sep 8 2023

Publication series

Name	Lecture Notes in Networks and Systems
Volume	834
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	World Conference on Information Systems for Business Management, ISBM 2023
Country/Territory	Thailand
City	Bangkok
Period	9/7/23 → 9/8/23

ASJC Scopus Subject Areas

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

Keywords

Code-switching
Natural language processing
Online reviews
Sentiment analysis
Transformers

Access to Document

10.1007/978-981-99-8349-0_11

Cite this

Cosme, C. J., & De Leon, M. M. (2024). Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models. In A. Iglesias, J. Shin, B. Patel, & A. Joshi (Eds.), Proceedings of World Conference on Information Systems for Business Management - ISBM 2023 (pp. 123-135). (Lecture Notes in Networks and Systems; Vol. 834). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-99-8349-0_11

Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models. / Cosme, Camilla Johnine; De Leon, Marlene M.
Proceedings of World Conference on Information Systems for Business Management - ISBM 2023. ed. / Andres Iglesias; Jungpil Shin; Bharat Patel; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2024. p. 123-135 (Lecture Notes in Networks and Systems; Vol. 834).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Cosme, CJ & De Leon, MM 2024, Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models. in A Iglesias, J Shin, B Patel & A Joshi (eds), Proceedings of World Conference on Information Systems for Business Management - ISBM 2023. Lecture Notes in Networks and Systems, vol. 834, Springer Science and Business Media Deutschland GmbH, pp. 123-135, World Conference on Information Systems for Business Management, ISBM 2023, Bangkok, Thailand, 9/7/23. https://doi.org/10.1007/978-981-99-8349-0_11

Cosme CJ, De Leon MM. Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models. In Iglesias A, Shin J, Patel B, Joshi A, editors, Proceedings of World Conference on Information Systems for Business Management - ISBM 2023. Springer Science and Business Media Deutschland GmbH. 2024. p. 123-135. (Lecture Notes in Networks and Systems). doi: 10.1007/978-981-99-8349-0_11

Cosme, Camilla Johnine ; De Leon, Marlene M. / Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models. Proceedings of World Conference on Information Systems for Business Management - ISBM 2023. editor / Andres Iglesias ; Jungpil Shin ; Bharat Patel ; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2024. pp. 123-135 (Lecture Notes in Networks and Systems).

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