Is there any third party tool that can recognize Log4Net log file structure and show it in a user friendly way by providing search functionalities etc?
Try GamutLogViewer.
GamutLogViewer© is log file, logfile, viewer that works with Log4J, Log4Net, NLog, and user defined formats including ColdFusion. It supports filtering, searching, highlighting and many other useful features. This is a Windows application.