Useful links in NLP Bert-as-service: Using BERT model as a sentence encoding service, i.e. mapping a variable-length sentence to a fixed-length vector [link] Unified verb index [link] PropBank [link], NomBank [link] Google NGram visualization [link] ConceptNet [link]