Machine Learning of Syntactic Attachment from Morphosyntactic and Semantic Co-occurrence Statistics.
Szymon AcedanskiAdam SlaskiAdam PrzepiórkowskiPublished in: SPMRL@ACL 2012 (2012)
Keyphrases
- machine learning
- natural language
- syntactic semantic
- linguistically motivated
- semantic representation
- co occurrence
- syntactic structures
- semantic parsing
- syntactic dependencies
- semantic constraints
- semantic representations
- information extraction
- semantic similarity
- semantic network
- textual entailment
- recognizing textual entailment
- machine learning algorithms
- conditional random fields
- semantic roles
- machine learning methods
- semantic features
- semantic knowledge
- semantic analysis
- syntactic analysis
- text mining
- linguistic patterns
- natural language text
- data mining
- feature selection
- domain specific
- artificial intelligence
- pattern recognition
- learning algorithm
- text classification
- learning tasks
- natural language understanding
- domain ontology
- semantic information
- knowledge acquisition
- parse tree
- conceptual graphs
- text representation
- natural language processing
- knowledge representation
- natural language sentences
- active learning
- semantic annotation
- decision trees
- context dependent