Commit
·
a6067bf
1
Parent(s):
b0b6502
Update README.md
Browse files
README.md
CHANGED
|
@@ -8,6 +8,19 @@ tags:
|
|
| 8 |
|
| 9 |
---
|
| 10 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
# carles-undergrad-thesis/indobert-mmarco-margin-mse
|
| 12 |
|
| 13 |
This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
|
|
|
|
| 8 |
|
| 9 |
---
|
| 10 |
|
| 11 |
+
This model utilizes a newer version of Sentence Transformers. If you're having trouble using this model, please try installing the latest version of Sentence Transformers with:
|
| 12 |
+
|
| 13 |
+
```bash
|
| 14 |
+
pip install --upgrade --force-reinstall --no-deps git+https://github.com/UKPLab/sentence-transformers.git
|
| 15 |
+
```
|
| 16 |
+
|
| 17 |
+
| Model | Mmarco Dev | | MrTyDi Test | | Miracal Test | |
|
| 18 |
+
|-----------------------------------------|------------|----------------|-------------|----------------|--------------|----------------------------|
|
| 19 |
+
| | MRR@10 | R@1000 | MRR@10 | R@1000 | NCDG@10 | R@1K |
|
| 20 |
+
| $\text{BM25 (Elastic Search)}$ | .114 | .642 | .279 | .858 | .391 | .971 |
|
| 21 |
+
| $\text{IndoBERT}_{\text{DOTMargin}}$ | .207 | .799 | .446 | .929 | .387 | .899 |
|
| 22 |
+
|
| 23 |
+
|
| 24 |
# carles-undergrad-thesis/indobert-mmarco-margin-mse
|
| 25 |
|
| 26 |
This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
|