Maxwell Du

Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints

There has been significant recent progress designing deep generative models that generate realistic sequence data such as text or music. Nevertheless, it remains difficult to incorporate high-level structure to guide the generative process, and many such models perform well on local coherence, but l…