Sites participating in the recent message understanding conferences have increasingly focused their research on developing methods for automated knowledge acquisition and tools for human-assisted knowledge engineering. However, it is important to remember that the ultimate users of these tools will be domain experts, not natural language processing researchers. Domain experls have extensive kno...