PDF An Introductory Survey on Attention Mechanisms in NLP Problems

2023-04-03T05:35:13+00:00

The fact that this disparity was greater in previous decades means that the representation problem is only going to be worse as models consume older news datasets. There’s a number of possible explanations for the shortcomings of modern NLP. In this article, I will focus on issues in representation; who and what is being represented in data and development of NLP models, and how unequal representation leads to unequal allocation of the benefits of NLP technology. Though some companies bet on fully digital and automated solutions, chatbots are not yet there for open-domain chats.They tested their model on WMT14 (English-German Translation), [...]