Issue using Exposed filters along with contextual filters in views
Sorry! I should have looked at the issue queue. There is already an issue logged for this. Here is the link to the issue https://www.drupal.org/node/2179169

The issue got resolved when I applied the patch provided by Jim Keller in the issue link 
https://www.drupal.org/files/issues/better_exposed_filters-fix_exposed_block_link_path-2179169-1.patch