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ManyEnt: A Dataset for Few-shot Entity Typing

We introduce ManyEnt, a benchmark for entity typing models in few-shot scenarios. ManyEnt offers a rich typeset, with a fine-grain variant featuring 256 entity types and a coarse-grain one with 53 entity types. Both versions have been derived from the Wikidata knowledge graph in a semi-automatic fashion.

For more details, check out our COLING'20 short paper "ManyEnt: A Dataset for Few-shot Entity Typing"