CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation.
Jiashuo WangYi ChengWenjie LiPublished in: EMNLP (Findings) (2022)
Keyphrases
- causal reasoning
- directed acyclic graph
- graph structure
- graph theory
- nonmonotonic inference
- graph representation
- knowledge base
- long term
- health care
- random walk
- generation process
- edge weights
- knowledge representation
- weighted graph
- graph theoretic
- graph matching
- graphical structure
- human reasoning
- knowledge representation and reasoning
- graphical representation
- probabilistic reasoning
- graph model
- structured data
- graph partitioning
- undirected graph
- spanning tree
- qualitative models
- causal models
- probabilistic logic
- cp nets
- graph based algorithm
- bipartite graph
- random field model
- conditional probabilities
- causal knowledge
- information systems