maybe ensuring the articles are at least a week old, that instantly removes 99% of the current events which are generally irrelevant and if it is relevant it will still be so in a week.
You might want to consider just shutting it down for 2 months, the great users will likely come back. It will definitely lower the dunbar number quite a bit.