Competitive Accuracy

The role of Web search queries has been demonstrated in the extraction of attributes of instances and classes, or of sets of re- lated instances and their class labels. This …...

AbstractAttention mechanism has become the dominant module in natural language processing models. It is computationally intensive and depends on massive power-hungry multiplications. In this paper, we rethink variants of attention …...

AbstractPrompting language models (LMs) with training examples and task descriptions has been seen as critical to recent successes in few-shot learning. In this work, we show that finetuning LMs in …...