You can learn this quite easily using bilexical dependencies on a machine annotated corpus, even without word embeddings (which is another option as Matthew suggests in a sibling post):<p><a href="http:&#x2F;&#x2F;www.aclweb.org&#x2F;anthology&#x2F;W07-2201" rel="nofollow">http:&#x2F;&#x2F;www.aclweb.org&#x2F;anthology&#x2F;W07-2201</a>