PLM-based ultra-fine entity typing struggles significantly with long-tail entities; knowledge-infused approaches mitigate some issues.
The trend of decline in performance between Bin 4 to Bin 1 continues into the fine grained evaluation for the models
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All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing
PLM-based ultra-fine entity typing struggles significantly with long-tail entities; knowledge-infused approaches mitigate some issues.