Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts

Lance Calvin L. Gamboa; Maria Regina Justina E. Estuar

doi:10.1109/AIC57670.2023.10263949

Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts

Lance Calvin L. Gamboa, Maria Regina Justina E. Estuar

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 - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023
Editors	Geetam S. Tomar, Jagdish Bansal
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	254-259
Number of pages	6
ISBN (Electronic)	9798350310061
DOIs	https://doi.org/10.1109/AIC57670.2023.10263949
State	Published - 2023
Event	2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023 - Hybrid, Sonbhadra, India Duration: Jul 29 2023 → Jul 30 2023

Publication series

Name	Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023

Conference

Conference	2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023
Country/Territory	India
City	Hybrid, Sonbhadra
Period	7/29/23 → 7/30/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Information Systems and Management
Computational Mathematics
Control and Optimization
Health Informatics

Keywords

Philippines
gender bias
natural language processing
sexism
word embedding association

Access to Document

10.1109/AIC57670.2023.10263949

Cite this

Gamboa, L. C. L., & Estuar, M. R. J. E. (2023). Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts. In G. S. Tomar, & J. Bansal (Eds.), Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023 (pp. 254-259). (Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AIC57670.2023.10263949

Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts. / Gamboa, Lance Calvin L.; Estuar, Maria Regina Justina E.
Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023. ed. / Geetam S. Tomar; Jagdish Bansal. Institute of Electrical and Electronics Engineers Inc., 2023. p. 254-259 (Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023).

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

Gamboa, LCL & Estuar, MRJE 2023, Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts. in GS Tomar & J Bansal (eds), Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023. Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023, Institute of Electrical and Electronics Engineers Inc., pp. 254-259, 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023, Hybrid, Sonbhadra, India, 7/29/23. https://doi.org/10.1109/AIC57670.2023.10263949

Gamboa LCL, Estuar MRJE. Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts. In Tomar GS, Bansal J, editors, Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 254-259. (Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023). doi: 10.1109/AIC57670.2023.10263949

Gamboa, Lance Calvin L. ; Estuar, Maria Regina Justina E. / Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts. Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023. editor / Geetam S. Tomar ; Jagdish Bansal. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 254-259 (Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023).

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Characterizing Bias in Word Embeddings Towards Analyzing Gender Associations in Philippine Texts

Publication series

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ASJC Scopus Subject Areas

Keywords

Access to Document

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