Ai - feedly  ## Metadata - Author: **feedly** - Full Title: Ai - Category: #articles - URL: https://feedly.com/i/entry/pWClOtlZIG9udPVjdsMP8XbYc2AFwEu/nwunfGkdSEs=_180b445e4e7:10f9f18:ac054735 ## Highlights - In recent years, scaling up the size of language models has been shown to be a reliable way to improve performance on a range of natural language processing (NLP) tasks. Today’s language models at the scale of 100B or more parameters achieve strong performance on tasks like sentiment analysis and machine translation, even with little or no training examples. Even the largest language models, however, can still struggle with certain multi-step reasoning tasks, such as math word problems and commonsense reasoning. How might we enable language models to perform such reasoning tasks? - Employing chain of thought prompting enables language models to solve arithmetic reasoning problems for which standard prompting has a mostly flat scaling curve. - Tags: #ai