java.lang.OutOfMemoryError: GC Overhead limit exceeded occurs when garbage collector has reached its overhead limit. This means, it is running all the time, but is very slow in collecting objects.

When invoking pycistopic topic-modeling … using the Mallet backend on a large corpus, the Java process crashes during train-topics with: Exception in thread "main" java.lang.OutOfMemoryError: GC ...