DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection

no code implementations • NeurIPS Workshop DBAI 2021 • Nic Jedema, Thuy Vu, Manish Gupta, Alessandro Moschitti

While transformers demonstrate impressive performance on many knowledge intensive (KI) tasks, their ability to serve as implicit knowledge bases (KBs) remains limited, as shown on several slot-filling, question-answering (QA), fact verification, and entity-linking tasks.

Entity Linking Fact Verification +4