Before revision: Few-shot relation classification describes a circumstance where a model is required to classify new-coming query instances after meeting only few support instances during testing.
After revision: Few-shot relation classification describes a circumstance where a model is required to classify new-coming query instances after meeting only few support instances . This ability is gained by training with large amount of in-domain annotated data.