Dependencies are not kept after converting dynamic web project to a maven project

When converting a dynamic web project with a wildfly runtime to a maven project, dependencies are not kept:

1. Create a new web project and set wildfly 27 runtime
2. Right click on the project -> configure -> Convert to maven project
3. Convert to maven dependencies window shows up -> leave the "Delete original references from project" checkbox unchecked -> finish
4. Right click on the project -> properties -> libraries

Actual results:

Runtime library is missing

Expected results:

Runtime library is present