Comparing learnability of two dependency schemes: 'semantic' (UD) and 'syntactic' (SUD).
Ryszard TuoraAdam PrzepiórkowskiAleksander LeczkowskiPublished in: EMNLP (Findings) (2021)
Keyphrases
- syntactic semantic
- natural language
- semantic dependencies
- syntactic structures
- semantic representation
- semantic parsing
- dependency relations
- semantic representations
- semantic constraints
- recognizing textual entailment
- semantic network
- semantic roles
- learning algorithm
- dependency parsing
- semantic analysis
- context dependent
- syntactic dependencies
- boolean functions
- semantic annotation
- dependency trees
- natural language sentences
- finite automata
- dependency structure
- compositional semantics
- text representation
- semantic information
- semantic web
- higher level
- uniform convergence
- agnostic learning
- pattern languages
- inductive inference
- regular expressions
- visual features
- pac learnability
- high level