TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation

Chun-Hsing Lin, Siang-Ruei Wu, Hung-Yi Lee +1

Score function-based natural language generation (NLG) approaches such as REINFORCE, in general, suffer from low sample efficiency and training instability problems. This is mainly…