The aim of this paper is to test LDA for establishing the semantic coherence of a document based on the premise that a real (coherent) document should discuss only a few number of topics, a property hardly granted for forged documents which are often made up of random assemblage of words or sentences.
the coherence of a document may reflect in the entropy of its posterior topic distribution or in its perplexity for the model.