Data
This is where your unlabeled data resides. You can use HumanFirst to explore, organize and annotate your unlabeled data using the following capabilities:
Full-Text Search#
Search by keyword(s) and you will get an updated list of data containing your search query.
Semantic Search#
Semantic search allows you to surface semantically similar utterances from your unlabeled data.
Clustering#
Clustering helps group semantically similar utterances together. This can be helpful when trying to gauge the importance of a topic, or as a tool to quickly select large amounts of variations.
Explore by Similarity#
Explore by similarity helps surface unlabeled data that is similar to the selected intent.
Active Learning Sampling#
When using HumanFirst NLU as the active NLU engine, you can filter your unlabeled data by Margin Score, Uncertainty and Entropy.
Filters#
The data section also provides basic filters to help explore your data based on various criteria.
Stash#
The stash is where selected data can be interacted with.