The descriptions used for zero-shot linking / relation extracting have a huge impact on prediction accuracy. Often it is not possible to provide informative and extensive descriptions for all entities manually.
Solution
To automatically improve descritpions, the utitility class DescriptionEnrichment provides an interface for different methods leveraging language models to enrich type descriptions.
Problem
The descriptions used for zero-shot linking / relation extracting have a huge impact on prediction accuracy. Often it is not possible to provide informative and extensive descriptions for all entities manually.
Solution
To automatically improve descritpions, the utitility class
DescriptionEnrichmentprovides an interface for different methods leveraging language models to enrich type descriptions.