Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs.
Ana MarasovicChandra BhagavatulaJae Sung ParkRonan Le BrasNoah A. SmithYejin ChoiPublished in: CoRR (2020)
Keyphrases
- natural language
- knowledge representation
- commonsense knowledge
- semantic analysis
- knowledge base
- language understanding
- natural language understanding
- semantic interpretation
- semantic representation
- linguistic analysis
- natural language sentences
- natural language processing
- semantic content
- syntactic structures
- information extraction
- consecutive frames
- visual information
- machine learning
- high level
- language processing
- commonsense reasoning
- automated reasoning
- question answering
- semantic web
- input image
- natural language interface
- moving objects
- logical formulas
- graph matching
- adjacency graph
- natural language text
- legal cases
- semantic information
- semantically relevant
- graph mining
- graph structure
- frame rate
- video frames
- visual concepts
- conceptual graphs
- weighted graph
- low level