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Machine Learning of Syntactic Attachment from Morphosyntactic and Semantic Co-occurrence Statistics.
Szymon Acedanski
Adam Slaski
Adam Przepiórkowski
Published in:
SPMRL@ACL 2012 (2012)
Keyphrases
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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