TF-IDF (Lexical, Non-Neural) is an important unsupervised baseline. NVDM (Lexical, Neural) is a VAE-based approach for document modeling BIBREF10 . 
 Question: Which lexicon-based models did they compare with?
TF-IDF NVDM