Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference.
Juncheng LiSiliang TangLinchao ZhuHaochen ShiXuanwen HuangFei WuYi YangYueting ZhuangPublished in: CoRR (2021)
Keyphrases
- natural language
- video data
- deductive reasoning
- video event
- semantic concepts
- graph model
- video streams
- semantically equivalent
- logical inference
- inference engine
- knowledge representation
- probabilistic reasoning
- knowledge base
- video analysis
- conceptual graphs
- sports video
- inference process
- relational structures
- evidential reasoning
- abductive inference
- context dependent
- multimedia
- probabilistic inference
- semantic similarity
- random walk
- graph theory
- weighted graph
- video sequences
- programming language
- video content
- semantic information
- graphical representation
- graph structure
- high level
- linguistic analysis
- video frames
- reasoning process
- directed graph
- video clips
- knowledge representation languages
- production rules
- semantic representations
- abductive reasoning
- scalable video
- structured data
- event detection
- proof theory
- uml class diagrams
- domain ontology
- data model
- directed acyclic graph
- bayesian networks
- owl ontologies
- natural language understanding