Vec2Sent: Probing Sentence Embeddings with Natural Language Generation

Martin Kerscher, Steffen Eger

We introspect black-box sentence embeddings by conditionally generating from them with the objective to retrieve the underlying discrete sentence. We perceive of this as a new unsu…