ACL RD-TEC 1.0 Summarization of E06-1015
Paper Title:
MAKING TREE KERNELS PRACTICAL FOR NATURAL LANGUAGE LEARNING
MAKING TREE KERNELS PRACTICAL FOR NATURAL LANGUAGE LEARNING
Primarily assigned technology terms:
- algorithm
- argument classification
- automatic learning
- categorization
- classification
- classifier
- classifiers
- convolution kernels
- data preparation
- dynamic programming
- dynamic programming algorithm
- entity recognition
- fast tree kernel
- feature engineering
- feature representation
- kernel
- kernel computation
- kernels
- language learning
- learning
- learning algorithm
- learning algorithms
- linear kernel
- machine learning
- matching
- measuring
- modeling
- named entity recognition
- natural language learning
- parameterization
- parser
- parsing
- perceptron
- perceptron algorithm
- polynomial kernel
- pos-tagging
- processing
- programming algorithm
- quantification
- recognition
- regularization
- relation extraction
- reranking
- semantic parsing
- semantic role labeling
- shallow parser
- sparse string kernel
- string kernel
- support vector machines
- svm-light-tk software
- syntactic parser
- syntactic parsing
- tree kernel
- tree kernels
- voted perceptron
- voted perceptron algorithm
Other assigned terms:
- annotation
- approach
- argument structures
- case
- classification accuracy
- classification performance
- classification problem
- classification task
- computational complexity
- corpora
- data set
- data sets
- description language
- evaluations
- fact
- feature
- feature description
- feature set
- feature space
- frame
- framenet
- global multiclassifier accuracy
- governing category
- grammar
- head word
- hypothesis
- implementation
- kernel function
- knowledge
- labeling
- lexical information
- lexicalized tree
- linear complexity
- linear time
- linguistic
- linguistic knowledge
- linguistic phenomenon
- linguists
- measure
- measures
- method
- named entities
- named entity
- natural language
- natural language sentences
- nonterminal
- parse
- parse tree
- parse tree path
- parse-tree
- pcfg
- pcfg model
- penn treebank
- phrase
- phrase type
- precision
- predicate argument
- predicates
- production rule
- production rules
- propbank
- propbank project
- regularization parameter
- relation
- representations
- right-hand side
- role labeling
- rule set
- running time
- semantic
- semantic information
- semantic role
- semantic roles
- semantic structures
- sentence
- sentences
- shallow parse
- subtree
- subtrees
- suffix
- support vector
- svms
- symbol
- symbols
- syntactic features
- syntactic information
- syntactic parse
- syntactic parse tree
- syntactic properties
- syntactic tree
- syntactic trees
- syntax
- target sentence
- term
- terms
- time complexity
- training
- training data
- training set
- training time
- transformation
- tree
- tree adjoining grammar
- tree path
- tree structures
- treebank
- trees
- verb
- word
- words
