Latent Variable

Mixture Content Selection for Diverse Sequence Generation
Separate Diversification from Generation to improve both diversity and accuracy in sequence generation - EMNLP 2019
Jaemin Cho, Minjoon Seo, Hannaneh Hajishirzi
Preprint Cite Code
Mixture Content Selection for Diverse Sequence Generation
A Hierarchical Latent Structure for Variational Conversation Modeling
Propose a hierarchical VAE model and utterance drop regularization to mitigate posterior collapse problem - NAACL 2018 (Oral)
Yookoon Park, Jaemin Cho, Gunhee Kim
Preprint Cite Code Video
A Hierarchical Latent Structure for Variational Conversation Modeling