RuleBased

Personally, I have achieved outstanding results by incorporating ChatGPT into our team's workflow. This has enabled us to simplify the preparation of user stories and technical documentation, reduce the need for communication between various departments, and decrease our dependence on analysts. In this article, I will provide a specific example that will illustrate just how we achieved all of these goals with the help of ChatGPT and the rule-based prompts. The Challenges of Constructing Effective Prompts When interacting…

Incorporate Domain Knowledge into Your Model with Rule-Based LearningYou are given a labeled dataset and assigned to predict a new one. What would you do?The first approach that you probably try is to train a machine learning model to find rules for labeling new data.Image by AuthorThis is convenient, but it is challenging to know why the machine learning model comes up with a particular prediction. You also can’t incorporate your domain knowledge into the model.Instead of depending on a machine learning model to make…