Active Learning Helps Pretrained Models Learn the Intended Task

Alex Tamkin, Dat Nguyen, Salil Deshpande +2

Models can fail in unpredictable ways during deployment due to task ambiguity, when multiple behaviors are consistent with the provided training data. An example is an object class…