The article discusses how to effectively extract knowledge from text for artificial intelligence. It introduces different techniques for knowledge acquisition, compares them, and outlines the steps for applying these techniques. The main focus is on extracting domain knowledge from text to improve knowledge systems. The latest developments in knowledge acquisition techniques are also described.