For such cases create a custom dictionary of acceptable, recognized words. You can find the instructions here. For your particular case it could look like this:
<Dictionary>
<Acronyms>
<CasingExceptions>
<Acronym>De</Acronym>
...
</CasingExceptions>
...
</Acronyms>
...
</Dictionary>