Intro to NLP Quiz 2 16 Mar 2025 — Question 15

Select all that apply.

1. A

   One-shot learning allows a model to correctly make predictions after seeing only a single example of the task.

2. B

   Zero-shot learning adapts a model without any task-specific training, relying on its ability to generalize from pre-trained knowledge.

3. C

   One-shot learning requires training the model with a single example from a new task to make predictions for similar cases.

4. D

   Zero-shot learning requires the model to have seen examples from the task it is asked to perform.