As a result, we demonstrate the first accurate, robust, and highly efficient system that is actually a viable substitute for standard, more cumbersome twostage retrieval and re-ranking systems.
with existing literature, which reports multiple seconds to resolve a single mention, we can provide strong retrieval performance across all 5.7 million Wikipedia entities in around 3ms per mention.