Update README.md

README.md

@@ -70,15 +70,10 @@ The dataset contains a single split: `train`.
 
 ### Source Data
 
-The dataset is a combination of the following authentic datasets:
-
-| Dataset       | Sentences |
-|:-------|-------:|
-
 The Catalan-Chinese data collected from the web was a combination of the following datasets:
 
 | Dataset       	| Sentences before cleaning	|
-|-------------------|----------------|
+|:------------------|---------------:|
 | WikiMatrix  	| 90.643	|
 | XLENT | 535.803 |
 | GNOME	| 78|
@@ -90,7 +85,7 @@ The Catalan-Chinese data collected from the web was a combination of the followi
 The 6.658.607 sentence pairs of synthetic parallel data were created from the following Spanish-Chinese datasets:
 
 | Dataset       	| Sentences before cleaning	|
-|-------------------|----------------|
+|:------------------|---------------:|
 | UNPC 	|17.599.223|
 | CCMatrix | 24.051.233 |
 | MultiParacrawl| 3410087|
@@ -98,10 +93,11 @@ The 6.658.607 sentence pairs of synthetic parallel data were created from the fo
 
 ### Data preparation
 
-The Chinese side of all datasets are passed through the [fastlangid](https://github.com/currentslab/fastlangid) language detector and any sentences which are not identified
-as simplified Chinese are discarded. The datasets are then also deduplicated and filtered to remove any sentence pairs with a cosine similarity of less than 0.75.
+The Chinese side of all datasets are passed through the [fastlangid](https://github.com/currentslab/fastlangid) language detector and any sentences which are not
+identified as simplified Chinese are discarded.
+The datasets are then also deduplicated and filtered to remove any sentence pairs with a cosine similarity of less than 0.75.
 This is done using sentence embeddings calculated using [LaBSE](https://huggingface.co/sentence-transformers/LaBSE).
-The filtered datasets are then concatenated to form a final corpus of 6.833.114 parallel sentences. 
+The filtered datasets are then concatenated to form a final corpus of **6.833.114** parallel sentences. 
 
 ### Personal and Sensitive Information