Parsing reveals the syntactic structure of a sentence. Abduction is inference to the best explanation. We show in this post that context-free parsing is a special case of abductive reasoning.
This post describes formal logic embedded in formal logic. It sounds really weird but a simple example will illustrate why it might be useful.