Update README.md

README.md

@@ -1,4 +1,4 @@
-Dataset summary
+### Dataset summary
 
 This is a gold-standard benchmark dataset for document alignment, between Sinhala-English-Tamil languages.
 Data had been crawled from the following news websites.
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 The folder structure for each news source is as follows.
 
+'''
 army----|--Sinhala
         |--English
         |--Tamil
@@ -21,7 +22,7 @@ army----|--Sinhala
         |--armynews_english_tamil.txt
         |--armynews_sinhala_tamil.txt
         
- 
+'''
 
 Sinhala/English/Tamil - contain the crawled data for the respective news source
 army_news_english_sinhala.txt - contains the annotated aligned documents between English and Sinhala languages.
@@ -30,6 +31,7 @@ armynews_sinhala_tamil.txt - contains the annotated aligned documents between Si
 
 Citation Information
 
+'''bibtext
 @article{fernando2022exploiting,
   title={Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages},
   author={Fernando, Aloka and Ranathunga, Surangika and Sachintha, Dilan and Piyarathna, Lakmali and Rajitha, Charith},
@@ -38,6 +40,6 @@ Citation Information
   year={2022},
   publisher={Springer}
 }
-
+'''