I have used ClausIE and it returns the Subject, verb and Object triples from a a sentence. But these wont work when the text is short text and not even a complete sentence. I just want a library or otherwise which can return just the subject and verb from short text. Example short text: "Proposal 32 accepted". It should have some dependency or maybe rules used to identify that the term "Proposal" is the subject where "accepted" is verb.