Update README.md

README.md

@@ -8,17 +8,17 @@ size_categories:
 - 10K<n<100K
 ---
 
-Here is a 100 repositories from [Codearena][https://code4rena.com/audits] parsed as graph of functions with different types of relationships: Parent Contracts, High-Level Calls, Internal Calls, Library Calls, Low-Level Calls.
+Here is a 100 repositories from [Codearena](https://code4rena.com/audits) parsed as graph of functions with different types of relationships: Parent Contracts, High-Level Calls, Internal Calls, Library Calls, Low-Level Calls.
 
 Dataset can be used for tasks like code clone detection (similar bugs search), code reconstruction with context pruning. Dataset is ready to be used in GNN.
 
-You can see usage of dataset as RAG at [github][https://github.com/YouOnlyLive1ce/bug_search]
+You can see usage of dataset as RAG at [github](https://github.com/YouOnlyLive1ce/bug_search)
 
 # Structure
 
-##### auditits_info.json <-main file for easy paths navigantion
+auditits_info.json <-main file for easy paths navigantion
 
-#####/processed repositories
+/processed repositories
 
     /repository1
     
@@ -38,7 +38,7 @@ You can see usage of dataset as RAG at [github][https://github.com/YouOnlyLive1c
     
         ...
         
-#####/reports
+/reports
 
     /repository1