ACL RD-TEC 1.0 Summarization of W05-0407
Paper Title:
ENGINEERING OF SYNTACTIC FEATURES FOR SHALLOW SEMANTIC PARSING
ENGINEERING OF SYNTACTIC FEATURES FOR SHALLOW SEMANTIC PARSING
Authors: Alessandro Moschitti and Bonaventura Coppola and Daniele Pighin and Roberto Basili
Primarily assigned technology terms:
- algorithm
- argument classification
- argument extraction
- automatic feature engineering
- automatic learning
- boundary classification
- boundary detection
- boundary detection algorithm
- boundary identification
- categorization
- classification
- classifier
- classifiers
- convolution kernels
- detection algorithm
- feature engineering
- feature generation
- feature representation
- feature selection
- identification
- kernel
- kernels
- language learning
- language processing
- learning
- learning algorithm
- learning approaches
- linear kernel
- machine learning
- machine learning algorithm
- machine learning approaches
- modeling
- natural language learning
- natural language processing
- normalization
- parse tree kernel
- parser
- parsing
- parsing re-ranking
- perceptron
- perceptron algorithm
- perceptron learning
- processing
- re-ranking
- recognition
- regularization
- relation extraction
- reranking
- risk minimization
- search
- semantic parsing
- semantic role labeling
- shallow parser
- spanning tree
- sparse string kernel
- string kernel
- support vector machines
- svm algorithm
- svm approach
- svm-light
- svm-light-tk software
- syntactic parsing
- target learning
- tree classifier
- tree kernel
- tree kernels
- voted perceptron
- voted perceptron algorithm
Other assigned terms:
- annotation
- approach
- argument boundary
- argument structure
- argument structures
- boundary information
- case
- classification accuracy
- compounding
- computational complexity
- concept
- corpora
- data sets
- dependency tree
- description language
- design and implementation
- detection task
- entity class
- f-measure
- fact
- feature
- feature design
- feature space
- feature type
- frame
- framenet
- generation
- gold standard
- governing category
- head word
- heuristic
- heuristics
- hypothesis
- implementation
- kernel function
- knowledge
- labeling
- language processing tasks
- learning machine
- lexical information
- linguistic
- linguistic phenomena
- linguistic phenomenon
- mapping
- measure
- named entity
- natural language
- natural language processing tasks
- natural language texts
- nonterminal
- parse
- parse tree
- parse tree path
- parse-tree
- parsing models
- penn treebank
- phrase
- phrase type
- positive and negative examples
- precision
- predicate argument
- predicate argument structure
- predicates
- prepositions
- procedure
- processing tasks
- propbank
- regularization parameter
- relation
- representations
- risk minimization principle
- role labeling
- running time
- search space
- semantic
- semantic role
- sentence
- sentences
- shallow parse
- similarity scores
- substring
- subtree
- subtrees
- support vector
- svms
- symbols
- syntactic features
- syntactic information
- syntactic parse-tree
- syntactic structure
- technique
- term
- test data
- test set
- theory
- time complexity
- training
- training set
- tree
- tree path
- tree structures
- treebank
- trees
- unstructured information
- vector space
- verbal predicate
- word
- word sequence
- words
