Datasets:
kavyamanohar
commited on
Commit
•
61847e5
1
Parent(s):
ed9ae11
Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,45 @@
|
|
1 |
-
---
|
2 |
-
license: mit
|
3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
task_categories:
|
4 |
+
- text2text-generation
|
5 |
+
language:
|
6 |
+
- ml
|
7 |
+
size_categories:
|
8 |
+
- 1K<n<10K
|
9 |
+
---
|
10 |
+
|
11 |
+
# Romanized to Native Malayalam Script Transliteration
|
12 |
+
|
13 |
+
Shared-Task code submitted to [IndoNLP Workshop](https://indonlp-workshop.github.io/IndoNLP-Workshop/) colocated with [COLING 2025](https://coling2025.org/), in Abu Dhabi, UAE.
|
14 |
+
|
15 |
+
The training notebook shows the [code](https://github.com/VRCLC-DUK/ml-en-transliteration).
|
16 |
+
|
17 |
+
## Training
|
18 |
+
|
19 |
+
Data derived from:
|
20 |
+
|
21 |
+
1. Dakshina
|
22 |
+
1. [Romanized](https://huggingface.co/datasets/vrclc/Dakshina-romanized-ml) - 186 thousand word transliteration pairs
|
23 |
+
2. [Lexicons] (https://huggingface.co/datasets/vrclc/dakshina-lexicons-ml) - 58.4 thousand lexicon entries
|
24 |
+
2. [Aksharantar](https://huggingface.co/datasets/vrclc/Aksharantar-ml) - 4.3 million word transliteration pairs
|
25 |
+
|
26 |
+
|
27 |
+
## RESULT
|
28 |
+
|
29 |
+
We present the evaluation scores averaged over the two test datsets shared by the task organizers.
|
30 |
+
|
31 |
+
|
32 |
+
| **Dataset** | **CER (%)** | **WER (%)** | **BLEU (%)** |
|
33 |
+
|---------------|-------------|-------------|--------------|
|
34 |
+
| Test Set-1 | 7.4 | 34.5 | 32.7 |
|
35 |
+
| Test Set-2 | 22.7 | 66.9 | 7.5 |
|
36 |
+
|
37 |
+
### Test Set-1
|
38 |
+
|
39 |
+
|
40 |
+
![Distribition of Evaluation Scores on Test Set-1](test-1.png "Distribition of Evaluation Scores on Test Set-1")
|
41 |
+
|
42 |
+
### Test Set-2
|
43 |
+
|
44 |
+
|
45 |
+
![Distribition of Evaluation Scores on Test Set-2](test-2.png "Distribition of Evaluation Scores on Test Set-2")
|