2 papers
cs.LG2019
Towards Better Understanding of Disentangled Representations via Mutual Information
Xiaojiang Yang, Wendong Bi, Yitong Sun +2
Most existing works on disentangled representation learning are solely built upon an marginal independence assumption: all factors in disentangled representations should be statist…
cs.CL2019
INSET: Sentence Infilling with INter-SEntential Transformer
Yichen Huang, Yizhe Zhang, Oussama Elachqar +1
Missing sentence generation (or sentence infilling) fosters a wide range of applications in natural language generation, such as document auto-completion and meeting note expansion…