no code implementations • • Benjamin Van Durme, Tom Lippincott, Kevin Duh, Deana Burchfield, Adam Poliak, Cash Costello, Tim Finin, Scott Miller, James Mayfield, Philipp Koehn, Craig Harman, Dawn Lawrie, Ch May, ler, Max Thomas, Annabelle Carrell, Julianne Chaloux, Tongfei Chen, Alex Comerford, Mark Dredze, Benjamin Glass, Shudong Hao, Patrick Martin, Pushpendre Rastogi, Rashmi Sankepally, Travis Wolfe, Ying-Ying Tran, Ted Zhang
It combines a multitude of analytics together with a flexible environment for customizing the workflow for different users.
Existing Knowledge Base Population methods extract relations from a closed relational schema with limited coverage leading to sparse KBs.
Hand-engineered feature sets are a well understood method for creating robust NLP models, but they require a lot of expertise and effort to create.
Most work on building knowledge bases has focused on collecting entities and facts from as large a collection of documents as possible.