Pure numbers: the top trending papers surface. They are a function of PageRank (citations and the importance of which papers cite each other), authors' previous body of work, etc...

The filters help select a sub-area (NLP, Computer Vision, etc.) and slice what's really new (released over the last week, last 3 months, last 6, etc.).

The tool is designed to solve this problem.