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."
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