amazon-web-servicesmachine-learningamazon-sagemakernamed-entity-recognitionlabeling

Can I use pre-labeled data in AWS SageMaker Ground Truth NER?


Let's say I have some text data that has already been labeled in SageMaker. This data could have either been labeled by humans or an ner model. Then let's say I want to have a human go back over the dataset, either to label new entity class or correct existing labels. How would I set up a labeling job to allow this? I tried using an output manifest from another labeling job, but all of the documents that were already labeled cannot be accessed by workers to re-label.


Solution

  • Yes, this is possible you are looking for Custom Labelling worklflows you can also apply either Majority Voting (MV) or MDS to evaluate the accuracy of the job