2 papers
cs.CL2021
Code Generation from Natural Language with Less Prior and More Monolingual Data
Sajad Norouzi, Keyi Tang, Yanshuai Cao
Training datasets for semantic parsing are typically small due to the higher expertise required for annotation than most other NLP tasks. As a result, models for this application u…
cs.LG2020
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation
Sajad Norouzi, David J. Fleet, Mohammad Norouzi
We introduce Exemplar VAEs, a family of generative models that bridge the gap between parametric and non-parametric, exemplar based generative models. Exemplar VAE is a variant of…