From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach.
Scott E. FriedmanIan H. MagnussonVasanth SarathySonja Schmer-GalunderPublished in: CoRR (2022)
Keyphrases
- unstructured text
- causal knowledge
- information extraction
- text mining
- structured data
- semi structured
- causal relationships
- textual data
- structured information
- knowledge base
- conditional probabilities
- causal reasoning
- scientific literature
- bayesian networks
- text data
- graph theory
- unstructured data
- directed graph
- web documents
- databases
- high dimensional
- fuzzy cognitive maps
- machine learning