Post #211

Knowledge Graphs at ACL 2020 Another brilliant post by Michael Galkin on usage of knowledge graphs in NLP at ACL 2020. "Knowledge graphs demonstrate better capabilities to reveal higher-order interdependencies in otherwise unstructured data." Content: 1. Question Answering over Structured Data 2. KG Embeddings: Hyperbolic and Hyper-relational 3. Data-to-text NLG: Prepare your Transformer 4. Conversational AI: Improving Goal-Oriented Bots 5. Information Extraction: OpenIE and Link Prediction