Unifying Syntactic and Semantic Abstractions for Deep Neural Networks.
Sanaa SiddiquiDiganta MukhopadhyayMohammad AfzalHrishikesh KarmarkarKumar MadhukarPublished in: FMICS (2024)
Keyphrases
- neural network
- syntactic semantic
- natural language
- semantic parsing
- semantic representation
- high level
- pattern recognition
- semantic representations
- syntactic structures
- syntactic analysis
- semantic information
- semantic web
- semantic annotation
- text representation
- back propagation
- artificial neural networks
- genetic algorithm
- semantic search
- semantic network
- neural network model
- semantic constraints
- deep learning
- natural language understanding
- recognizing textual entailment
- semantic analysis
- semantic knowledge
- dependency parsing
- semantic features
- fuzzy systems
- semantic similarity
- self organizing maps
- domain specific
- natural language text
- semantic relationships
- semantic roles
- semantic matching
- feed forward
- fault diagnosis
- natural language processing
- fuzzy logic
- shallow semantic