notesum.ai
Published at November 27Fine-Tuning Small Embeddings for Elevated Performance
cs.CL
Released Date: November 27, 2024
Authors: Biraj Silwal1
Aff.: 1Department of Electronics and Computer Engineering, Institute of Engineering, Pulchowk Campus, Lalitpur, Nepal

| Model | Purity | |||
|---|---|---|---|---|
| Sentiment | Relatedness | Named Entity | Average | |
| NpVec1 | 0.53 | 0.82 | 0.60 | 0.65 |
| Finetuned Model | 0.76 | 0.77 | 0.80 | 0.78 |
| nepaliBERT | 0.73 | 0.80 | 0.92 | 0.82 |