One valuble preexisting lexicon for lexical cohesion and collocation is the thesaurus.
A thesaurus is a network of nodes (word) and edges (relations).
Semantic relation can be measured in terms of distance in a thesaurus.
Subject and topic transition and detection can be performed using this information by finding dense word cluster representation across any given input.