Running docx4j.NET on Azure Websites

Is there any additional configuration to get this functionality to work on an Azure Website? Everything works fine locally, but when deployed to Azure Websites, it doesn't.

I am sure I am missing some basic configuration on the deployment or site config.

Thanks