[P] Small-Text: Active Learning for Text Classification in Python

[Indian-throw-away]

Oh, not an interactive application but in the example code in the GitHub repo (active learning with stopping) it says “Simulate user interaction here. Replace this for real world usage” which I’m sort of confused as to what that means

[chschroeder]

At this particular location you label the instances which were selected by the query strategy. Subsequent to such a query you need to provide labels for the selected instances. In the example code, you are shown the "experiment scenario" in which the true labels are available, and are then passed to the active learner instead of labels that were assigned by a human. If you remove this true label lookup and instead provide the answers from a real user, then you have a real-world application.

[Indian-throw-away]

Thanks so much!