ACL RD-TEC 1.0 Summarization of W06-2909
Paper Title:
SEMANTIC ROLE LABELING VIA TREE KERNEL JOINT INFERENCE
SEMANTIC ROLE LABELING VIA TREE KERNEL JOINT INFERENCE
Authors: Alessandro Moschitti and Daniele Pighin and Roberto Basili
Primarily assigned technology terms:
- algorithm
- automatic annotation
- automatic feature engineering
- boundary detection
- boundary identification
- categorization
- classification
- classifier
- classifiers
- computational linguistics
- computational natural language learning
- convolution kernels
- feature engineering
- feature engineering process
- feature representation
- identification
- kernel
- kernels
- labeler
- language learning
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning process
- linear kernel
- machine learning
- machine learning approaches
- modeling
- natural language learning
- parser
- parsing
- parsing re-ranking
- perceptron
- perceptron algorithm
- perceptron learning
- polynomial kernel
- random selection
- re-ranker
- re-ranking
- regularization
- role classification
- semantic role labeling
- spanning tree
- structured learning
- support vector machines
- svm-light
- svm-light-tk software
- syntactic parser
- syntactic parsing
- syntactic parsing re-ranking
- tree kernel
- tree kernels
- validation
- viterbi
- viterbi algorithm
- voted perceptron
- voted perceptron algorithm
Other assigned terms:
- annotation
- approach
- argument structure
- argument structures
- association for computational linguistics
- binary relations
- classification accuracy
- classification problem
- compounding
- computational complexity
- conll-x
- description language
- fact
- feature
- feature description
- feature design
- feature space
- feature vector
- feature vectors
- frame
- gold standard
- governing category
- head word
- joint probability
- kernel function
- knowledge
- labeling
- learning machine
- linguistic
- linguistics
- measure
- measures
- method
- named entities
- named entity
- natural language
- nonterminal
- parse
- parse tree
- parse tree path
- parse-tree
- parsing accuracy
- phrase
- phrase type
- precision
- predicate argument
- predicate argument structure
- predicate-argument
- predicate-argument structures
- predicates
- probabilistic model
- probabilistic output
- probabilities
- probability
- procedure
- process
- propbank
- regularization parameter
- relation
- representations
- role labeling
- semantic
- semantic information
- semantic role
- semantic roles
- semantic structure
- sentence
- sentences
- shallow parse
- subtree
- subtrees
- support vector
- svm model
- svms
- symbols
- syntactic constituents
- syntactic features
- syntactic information
- syntactic parse
- syntactic parse tree
- test set
- text
- training
- training data
- training examples
- training set
- training time
- tree
- tree path
- tree structures
- treebank
- trees
- verb
- verbal predicate
- word
- words
