100 Best Amazon Mechanical Turk Videos

Notes:

Amazon Mechanical Turk (MTurk) is a platform that allows businesses to outsource tasks that are difficult for computers to complete, but easy for humans to do. These tasks are referred to as Human Intelligence Tasks (HITs). MTurk allows businesses to use a network of human workers to complete these tasks quickly and efficiently.

Dialog systems, also known as conversation agents or chatbots, can use MTurk to improve their performance. For example, MTurk can be used to train dialog systems by providing them with a large amount of data that has been annotated by human workers. This can help the dialog system learn to recognize patterns and understand natural language more effectively.

MTurk can also be used to evaluate the performance of dialog systems. Human workers can be asked to evaluate how well a dialog system is able to understand and respond to user inputs. This can help businesses identify areas for improvement and ensure that their dialog systems are providing a high level of service to their users.

Resources:

  • mturk.com .. a global, on-demand, 24×7 workforce
  • scale.ai .. api for training data

Wikipedia:

See also:

Extractive Summarization

[159x May 2019]