Developing BERT-based ensemble for Filipino text classification

Leonard Evan C. Ong, Marlene M. De Leon

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationNLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval
PublisherAssociation for Computing Machinery, Inc
Pages41-47
Number of pages7
ISBN (Electronic)9798400717383
DOIs
StatePublished - Apr 13 2025
Event8th International Conference on Natural Language Processing and Information Retrieval, NLPIR 2024 - Okayama, Japan
Duration: Dec 13 2024Dec 15 2024

Publication series

NameNLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval

Conference

Conference8th International Conference on Natural Language Processing and Information Retrieval, NLPIR 2024
Country/TerritoryJapan
CityOkayama
Period12/13/2412/15/24

ASJC Scopus Subject Areas

  • Information Systems
  • Software
  • Information Systems and Management
  • Management Information Systems
  • Artificial Intelligence

Keywords

  • BERT
  • Blending
  • Ensemble
  • Filipino Hate Speech
  • Hard Voting
  • Metaclassifier
  • Soft Voting
  • Stacking

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