That would break the compilation because the paths are always relative to the original configuration file. In this case, specifying these paths in the tsconfig.base.json, would mean that the paths are relative to the base file.

typescriptlang.org/tsconfig Properties with relative paths found in the configuration file, which aren’t excluded from inheritance, will be resolved relative to the configuration file they originated in.