Entendrepreneur: Generating Humorous Portmanteaus using Word-Embeddings

Jonathan Simon

Abstract:

We present a novel algorithm for generating portmanteaus which utilizes word
embeddings to identify semantically related words for use in the portmanteau
construction. By simultaneously optimizing for phonetic closeness and phonetic
novelty, this algorithm significantly outperforms related techniques on a subjective
assessment of humor.