Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis

Understand

Implementing enterprise process automation often requires significant technical expertise and engineering effort.

• It would be beneficial for non-technical users to be able to describe a business process in natural language and have an intelligent system generate the workflow that can be automatically executed.
• A building block of process automations are If-Then programs.
• In the consumer space, sites like IFTTT and Zapier allow users to create automations by defining If-Then programs using a graphical interface.