You could do that in two ways:
1) Use XML entity references in a top-level XML document to "include" other XML documents. This approach splits the file, but the DOM parser will still read it as one big XML document.
2) Split the XML document and write
Java code to merge the documents together after parsing each.
Could you explain a bit more about why you need to split the big file?