ACL RD-TEC 1.0 Summarization of P06-1115
Paper Title:
USING STRING-KERNELS FOR LEARNING SEMANTIC PARSERS
USING STRING-KERNELS FOR LEARNING SEMANTIC PARSERS
Authors: Rohit J. Kate and Raymond J. Mooney
Primarily assigned technology terms:
- algorithm
- atis
- beam search
- classifier
- classifiers
- computational linguistics
- context-free parsing
- context-free parsing algorithm
- cross validation
- database
- disambiguation
- information extraction
- kernel
- kernels
- language processing
- learning
- learning algorithm
- learning system
- levenshtein
- matching
- meaning representation
- measuring
- natural language processing
- nlp
- parser
- parsers
- parsing
- parsing algorithm
- pcfg parsing
- processing
- prolog
- query language
- recognition
- recognition system
- recognizer
- search
- semantic parser
- semantic parsing
- speech recognition
- speech recognition system
- speech recognizer
- statistical method
- string subsequence kernel
- support-vector machine
- svm classifier
- syntactic parsing
- training algorithm
- validation
- word-sense disambiguation
Other assigned terms:
- 10-fold cross validation
- approach
- association for computational linguistics
- beam
- beam size
- british national corpus
- characters
- class probability
- concept
- concepts
- context free grammar
- context free grammars
- context-free grammar
- corpora
- data sets
- derivation
- derivation tree
- derivation trees
- derivations
- edit distance
- experimental results
- f-measure
- frame
- grammar
- grammars
- hypothesis
- implementation
- index
- interpretation
- knowledge
- language communication
- linguistics
- mapping
- meaning
- meaning representation language
- method
- methodology
- names
- natural language
- natural language sentences
- natural languages
- noise
- parse
- parse tree
- pcfg
- positive and negative examples
- precision
- predicates
- probabilities
- probability
- probability estimates
- procedure
- process
- queries
- query
- recognition errors
- recursion
- representation language
- representations
- semantic
- semantic derivation
- semantic frame
- semantic parse
- sentence
- sentences
- sigmoid function
- similarity score
- speech recognition errors
- string similarity
- substring
- subtree
- subtrees
- symbol
- syntactic parse
- terminals
- terms
- tokens
- training
- training corpus
- training examples
- tree
- trees
- user
- word
- word frequency
- words
