Datasets:
metadata
license: apache-2.0
task_categories:
- text-classification
- text2text-generation
language:
- en
tags:
- text classification
- relation extraction
size_categories:
- 10K<n<100K
SentenceRex
This is a dataset for training zero-shot and few-shot sentence level relation extraction models.
The dataset was created with a distant supervision technique from Wikipedia.
After that, labels were manually checked to be logically consistent with a sentence. Overall, it consists of 847 unique relations.
Each entity between which there is a relation is tagged in the following way: for the source entity and for the target entity.
labels column indicates the relation name.
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