machine-learning - How can I create a bot able to ask for multiple values in a single prompt?

Question

Imagine I want to create a bot to attend a pizza delivery service. But I would like to handle if a customer want ask multiple ingredients like:

  bot: what ingredients do you want?
  user: please with cheese, mushrooms, and corn

I have tried AWS Lex, but a single intent can handle a single value per slot.

What framework and facility can I use to do that?

Answer 1

似乎任何可以处理多标签分类的框架都可以对此有所帮助。Alternativle 尝试在这些实体上训练 NER。

Answer 2

我确定 aws lex 不支持单个提示中的多个插槽。然而，在话语中也是可能的。我确信 lex 将在即将发布的版本中提供此功能（在单个提示中捕获多个插槽）。