Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,47 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
language:
|
| 4 |
+
- la
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
# LatinCy w2v models
|
| 8 |
+
|
| 9 |
+
Details coming soon.
|
| 10 |
+
|
| 11 |
+
## Evaluation
|
| 12 |
+
|
| 13 |
+
The models included here have been evaluated on an analogy task (details coming soon).
|
| 14 |
+
|
| 15 |
+
### Analogy solved @1
|
| 16 |
+
|
| 17 |
+
| Model | Accuracy |
|
| 18 |
+
|--------------------------------------|------------|
|
| 19 |
+
| Latincy W2V CBOW 100-10 (v0.0.2) | 0.581240 |
|
| 20 |
+
| Latincy W2V CBOW 100-5 (v0.0.2) | 0.580402 |
|
| 21 |
+
| **Latincy W2V CBOW 300-10 (v0.0.2)** | **0.628978** |
|
| 22 |
+
| Latincy W2V CBOW 300-5 (v0.0.2) | 0.623534 |
|
| 23 |
+
| Latincy W2V CBOW 50-10 (v0.0.2) | 0.437605 |
|
| 24 |
+
| Latincy W2V CBOW 50-5 (v0.0.2) | 0.436348 |
|
| 25 |
+
| Latincy W2V SG 100-10 (v0.0.2) | 0.522613 |
|
| 26 |
+
| Latincy W2V SG 100-5 (v0.0.2) | 0.548995 |
|
| 27 |
+
| Latincy W2V SG 300-10 (v0.0.2) | 0.472362 |
|
| 28 |
+
| Latincy W2V SG 300-5 (v0.0.2) | 0.479481 |
|
| 29 |
+
| Latincy W2V SG 50-10 (v0.0.2) | 0.389028 |
|
| 30 |
+
| Latincy W2V SG 50-5 (v0.0.2) | 0.414573 |
|
| 31 |
+
|
| 32 |
+
### Analogy solved @5
|
| 33 |
+
|
| 34 |
+
| Model | Accuracy |
|
| 35 |
+
|--------------------------------------|------------|
|
| 36 |
+
| Latincy W2V CBOW 100-10 (v0.0.2) | 0.781826 |
|
| 37 |
+
| Latincy W2V CBOW 100-5 (v0.0.2) | 0.798157 |
|
| 38 |
+
| **Latincy W2V CBOW 300-10 (v0.0.2)** | **0.820771** |
|
| 39 |
+
| Latincy W2V CBOW 300-5 (v0.0.2) | 0.819933 |
|
| 40 |
+
| Latincy W2V CBOW 50-10 (v0.0.2) | 0.660385 |
|
| 41 |
+
| Latincy W2V CBOW 50-5 (v0.0.2) | 0.674623 |
|
| 42 |
+
| Latincy W2V SG 100-10 (v0.0.2) | 0.749581 |
|
| 43 |
+
| Latincy W2V SG 100-5 (v0.0.2) | 0.773869 |
|
| 44 |
+
| Latincy W2V SG 300-10 (v0.0.2) | 0.739531 |
|
| 45 |
+
| Latincy W2V SG 300-5 (v0.0.2) | 0.745394 |
|
| 46 |
+
| Latincy W2V SG 50-10 (v0.0.2) | 0.635260 |
|
| 47 |
+
| Latincy W2V SG 50-5 (v0.0.2) | 0.656198 |
|