Timotius Alfredo Murteja

Colloquial Parsing: Evaluating Deep Learning Approaches for Indonesian Fraud Detection

Fraud messages in Indonesia often get past normal spam filters because they use casual language and slang. To study this, we test the Colloquial Parsing framework across six machine learning models, comparing four traditional classifiers against IndoBERT and a parameter-efficient large language model (Llama-3.2 with Lo...