STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text.
Nawshad FarruqueRandy GoebelOsmar ZaïaneSudhakar SivapalanPublished in: CoRR (2021)
Keyphrases
- linguistic analysis
- syntactic analysis
- semantic information
- natural language
- semantic representation
- syntactic semantic
- semantic representations
- semantic network
- high level
- semantic content
- arabic text
- tree structure
- text mining
- machine learning
- clinical practice
- semantic markup
- textual entailment
- semantically related
- cognitive impairment
- high risk
- natural language text
- conceptual graphs
- semantic analysis
- semantic similarity
- text documents
- semantic web
- keywords
- tree structures
- word pairs
- cross media
- semantic constraints
- text representation
- lexical semantics
- domain specific