IndoBERT for Aspect-Based Sentiment Analysis (ABSA)
Model untuk menganalisis sentimen berbasis aspek pada ulasan Fakultas MIPA Universitas Hasanuddin.
Model Description
- Base Model: IndoBERT-base-p2
- Task: Multi-label Aspect-Based Sentiment Analysis
- Language: Indonesian
- Training: Synthetic-to-Real dengan Persona-Based Prompting
Aspects & Sentiments
| Aspek | Deskripsi |
|---|---|
| Layanan Akademik | Dosen, PA, kurikulum, nilai |
| Layanan Penunjang | Staf TU, satpam, OB |
| Fasilitas Inti | Lab, ruang kelas, perpustakaan |
| Sarana Penunjang | WiFi, AC, toilet, parkir |
Sentimen: Positif, Netral, Negatif
Performance
| Metric | Synthetic Test | Real Test |
|---|---|---|
| F1-Macro | 0.8868 | 0.7549 |
Author
- Minhajul Yusri Khairi - Universitas Hasanuddin
- Pembimbing: Octavian, S.Si., M.Kom.
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