ACL RD-TEC 1.0 Summarization of J03-1004
Paper Title:
A MACHINE LEARNING APPROACH TO MODELING SCOPE PREFERENCES
A MACHINE LEARNING APPROACH TO MODELING SCOPE PREFERENCES
Authors: Derrick Higgins and Jerrold M. Sadock
Primarily assigned technology terms:
- algorithm
- bottom-up chart parser
- chart parser
- classifier
- classifiers
- computational linguistics
- cooper storage
- corpus-based approach
- cross-validation
- expert system
- illustration
- language processing
- learning
- machine learning
- maximumlikelihood
- modeling
- modular design
- natural language processing
- nlp
- nlp systems
- optimization
- parser
- parser implementation
- parsing
- perceptron
- processing
- quantification
- quantifier raising
- quantifier scoping
- quantifier-raising
- reading
- scope generation
- search
- searching
- semantic analysis
- syntactic annotation
- syntactic processing
- viterbi
- voting
Other assigned terms:
- 10-fold cross-validation
- adjective
- adjective phrase
- adverb
- adverb phrase
- annotation
- approach
- break
- case
- conditional probability
- conditional probability distribution
- context-free grammar
- derivation
- distribution
- empirical results
- empty categories
- english text
- estimation
- fact
- generation
- generation system
- grammar
- grammar rules
- grammatical structure
- hapax legomena
- heuristics
- hypothesis
- hypothesis space
- implementation
- information sources
- interpretation
- joint probability
- language engine
- language model
- language model probability
- language quantifier
- language quantifier scope
- likelihood
- linguist
- linguistic
- linguistic structures
- linguistics
- linguists
- meaning
- mechanisms
- model probability
- natural language
- natural language quantifier
- nonterminal
- nonterminals
- noun phrase
- parse
- pcfg
- pcfg model
- penn treebank
- phrase
- phrase structure
- phrase structure grammar
- phrase structure tree
- predicate calculus
- prepositional phrase
- probabilistic model
- probabilities
- probability
- probability distribution
- probability distributions
- proposition
- quantified noun phrase
- quantifier
- quantifier scope
- relative frequency
- right-hand side
- sbar
- scope prediction
- search problem
- semantic
- sentence
- sentences
- structure of a sentence
- subtrees
- symbol
- symbols
- syntactic categories
- syntactic phrase
- syntactic phrase structure
- syntactic rule
- syntactic structure
- syntactic structures
- syntactic tree
- syntax
- technique
- technology
- terminals
- terms
- text
- theoretical linguistics
- transformation
- tree
- tree structure
- treebank
- treebank corpus
- treebank grammar
- trees
- viterbi parse
- wall street journal corpus
- word
- word string
- words
- wsj corpus
