Learning Embeddings from Scientific Corpora using Lexical, Grammatical and Semantic Information.
Andrés García-SilvaRonald DenauxJosé Manuél Gómez-PérezPublished in: SciKnow@K-CAP (2019)
Keyphrases
- semantic information
- wordnet
- semantic analysis
- keywords
- background knowledge
- linguistic information
- semantic knowledge
- learning algorithm
- vector space
- co occurrence
- low level
- domain knowledge
- active learning
- prior knowledge
- feature extraction
- high level
- syntactic information
- natural language processing
- data mining
- feature selection
- science education
- document representation
- semantic relations
- semantic similarity
- visual information
- domain ontology
- text mining