ScenarioNotFoundException when trying to run jBehave scenario

Question

I've been Google-ing around for a while trying to figure out a fix for this with no real luck. I'm getting this when trying to run a jBehave test -

org.jbehave.scenario.errors.ScenarioNotFoundException: Path '$Path_to_jBehave_Directory' 
could not be found by classloader sun.misc.Launcher$AppClassLoader@f4a24a ...

My textual scenario, Steps class, and scenario class are all in the same directory ($Path_to_jBehave_Directory).

This is what I'm using in my maven pom :

<dependency>
  <groupId>org.jbehave</groupId>
  <artifactId>jbehave-core</artifactId>
  <version>2.5</version>
</dependency>

Any help would be greatly Appreciated!