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Researches

January 21, 2025

Transformer-based Indonesian Language Model for Emotion Classification and Sentiment Analysis

Abstract The rapid expansion of social networks has made a vast amount of user-generated data readily available for public analysis. Such data can be leveraged for various purposes, including textual analysis of comments and reviews. This study utilizes a variant of the Bidirectional Encoder Representations from Transformers (BERT) model, specifically designed for Bahasa Indonesia (IndoBERT), […]

January 21, 2025

Hybrid Models for Emotion Classification and Sentiment Analysis in Indonesian Language

Abstract The swift growth of social networks has enabled easy access to a wealth of user-created information for public assessment. These data hold potential for various uses, including analyzing comments and reviews through text analysis. The study utilizes a specialized version of the Bidirectional Encoder Representations from Transformers (BERT) model known as IndoBERT, tailored explicitly […]