In this task, you will be presented with a context from an academic paper and a question separated with a
. You have to answer the question based on the context.
Q: Looking to other target tasks, the grammar-related CoLA task benefits dramatically from ELMo pretraining: The best result without language model pretraining is less than half the result achieved with such pretraining. In contrast, the meaning-oriented textual similarity benchmark STS sees good results with several kinds of pretraining, but does not benefit substantially from the use of ELMo.
Question: Do some pretraining objectives perform better than others for sentence level understanding tasks?
A:
Yes