ManyEnt: A Dataset for Few-shot Entity Typing
Markus Eberts, Kevin Pech, Adrian Ulges · 2020
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.We also report results for two baselines using BERT, reaching up to 70.68% accuracy (10-way 1-shot).