ACL RD-TEC 1.0 Summarization of P06-2010
Paper Title:
A HYBRID CONVOLUTION TREE KERNEL FOR SEMANTIC ROLE LABELING
A HYBRID CONVOLUTION TREE KERNEL FOR SEMANTIC ROLE LABELING
Authors: Wanxiang Che and Min Zhang and Ting Liu and Sheng Li
Primarily assigned technology terms:
- algorithm
- argument classification
- automatic semantic role labeling
- binary classifier
- calculation mechanism
- categorization
- classification
- classifier
- comparative evaluation
- computational linguistics
- computing
- convolution kernels
- convolution tree kernel
- entity recognizer
- feature engineering
- hybrid kernel
- hybrid method
- identification
- interpolation method
- kernel
- kernel computation
- kernels
- learning
- learning algorithms
- learning process
- linear interpolation
- linking
- machine learning
- machine learning algorithms
- matching
- named entity recognizer
- nlp
- paf kernel
- parse tree kernel
- parser
- parsing
- perceptron
- polynomial kernel
- pos tagger
- preprocessing
- recognizer
- relation extraction
- selection method
- selection strategy
- semantic role labeling
- similarity calculation
- similarity calculation mechanism
- string kernel
- syntactic parser
- syntactic parsing
- tagger
- text categorization
- training process
- tree kernel
- tree kernels
- tuning
- voted perceptron
Other assigned terms:
- adjunct
- annotation
- association for computational linguistics
- benchmark
- benchmark corpus
- brown corpus
- clusters
- community
- constituent structure
- convolution tree
- data sets
- data sparseness
- data sparseness problem
- development set
- experimental results
- experimental setting
- feature
- feature set
- feature space
- feature vector
- framenet
- head word
- interpolation
- kernel function
- labeling
- linear combination
- linguistics
- measure
- method
- named entity
- parse
- parse tree
- parse tree path
- penn treebank
- performance comparison
- phrase
- phrase type
- precision
- predicate argument
- predicate-argument
- predicate-argument structures
- process
- propbank
- propbank corpus
- propositions
- relation
- role labeling
- semantic
- semantic role
- semantic similarity
- sentence
- sentences
- sparseness problem
- structured information
- sub-tree
- subtrees
- suffix
- support vector
- syntactic features
- syntactic information
- syntactic parse
- syntactic structure
- syntactic structures
- syntax
- syntax and semantics
- system performance
- target verb
- test set
- text
- time complexity
- tokens
- training
- training data
- training set
- tree
- tree path
- tree representation
- tree structure
- tree structures
- treebank
- trees
- verb
- word
- wordnet
- words
