Active Learning (4/5/2022)
Lecture: (by Graham Neubig)
- Active Learning: Uncertainty and Representativeness
- Sequence-level Active Learning
Slides: Active Learning Slides
Given the task and language(s) you are tackling in your project, how could you use active learning improve?
Discussion:
- How would you calculate uncertainty?
- How would you calculate representativeness?
- How would you ensure annotator productivity?