ACL RD-TEC 1.0 Summarization of N06-1056
Paper Title:
LEARNING FOR SEMANTIC PARSING WITH STATISTICAL MACHINE TRANSLATION
LEARNING FOR SEMANTIC PARSING WITH STATISTICAL MACHINE TRANSLATION
Authors: Yuk Wah Wong and Raymond Mooney
Primarily assigned technology terms:
- algorithm
- approximation
- atis
- bootstrap
- code generation
- compiler
- conditional likelihood
- cross validation
- database
- databases
- decoding
- deterministic parsing
- deterministic shift-reduce parser
- disambiguation
- estimation algorithm
- giza
- induction
- induction algorithm
- inductive logic programming
- inside-outside algorithm
- interfaces
- iterative scaling
- language understanding
- learning
- learning methods
- learning process
- learning task
- lexical acquisition
- lexical induction
- lexical learning
- linearization
- logic programming
- machine translation
- machine translation systems
- machinetranslation
- matching
- maximum-entropy
- meaning representation
- natural language understanding
- nlp
- parameter estimation
- parser
- parsing
- pattern matching
- phrasal lexicon
- phrase-based translation
- query language
- querying
- rule extraction
- search
- semantic analysis
- semantic parser
- semantic parsing
- semantic role labeling
- shift-reduce parser
- statistical machine translation
- statistical nlp
- statistical word alignment
- synchronous parsing
- syntactic parsing
- syntax analysis
- syntax-based translation
- terminology
- translation systems
- validation
- viterbi
- viterbi algorithm
- word alignment
- word-sense disambiguation
- wordalignment
Other assigned terms:
- 10-fold cross validation
- ai research
- airtravelinformationservice
- alignment model
- alignment models
- approach
- bilingual lexicon
- case
- coherence
- community
- compiler theory
- conditional probability
- conditional probability distribution
- context-free grammar
- cubic time
- data set
- data sets
- derivation
- derivations
- distribution
- estimation
- exact meaning
- experimental results
- feature
- feature set
- formal language
- frame
- gaussian prior
- generation
- grammar
- heuristic
- ibm model
- implementation
- inductive logic
- knowledge
- labeling
- left-most derivation
- lexicon
- likelihood
- logic
- mapping
- maximum-entropy model
- meaning
- meaning-representation language
- meanings
- method
- model parameters
- names
- natural language
- natural-language
- parse
- parse tree
- parsing model
- phrase
- phrase-based model
- polysemy
- precision
- predicates
- probabilistic model
- probability
- probability distribution
- procedure
- process
- queries
- query
- reordering
- representations
- role labeling
- semantic
- semantic frame
- semantic grammar
- semantic parse
- semantic role
- sentence
- sentences
- statistical approach
- statistics
- structure of the sentence
- symbol
- symbols
- syntactic structure
- syntax
- syntax-based translation model
- terminals
- terms
- theory
- tokens
- training
- training data
- training example
- training set
- training time
- transformation
- transformation rule
- transformation rules
- translation model
- translation models
- translation probability
- translations
- tree
- tree structure
- trees
- understanding
- vocabulary
- word
- word alignment model
- word alignments
- word order
- words
