ACL RD-TEC 1.0 Summarization of W97-0123
Paper Title:
MAXIMUM ENTROPY MODEL LEARNING OF SUBCATEGORIZATION PREFERENCE
MAXIMUM ENTROPY MODEL LEARNING OF SUBCATEGORIZATION PREFERENCE
Authors: Takehito Utsuro and Takashi Miyata
Primarily assigned technology terms:
- algorithm
- automatic construction
- case-marking
- categorization
- data compression
- decision-tree
- decision-tree learning
- disambiguation
- feature selection
- feature selection algorithm
- feature selection process
- frame learning
- incremental procedure
- iterative scaling
- learning
- learning method
- learning techniques
- lexicon construction
- maximum entropy
- maximum entropy approach
- maximum entropy model
- model learning
- modeling
- nlp
- noun class generalization
- optimization
- optimization method
- parameter estimation
- parser
- parsing
- ranking
- selection algorithm
- selection process
- sentence parsing
- statistical parser
- statistical parsing
- subcategorization
- syntactic analysis
- syntactic disambiguation
- unification
Other assigned terms:
- ambiguity
- approach
- bracketed corpus
- case
- case frame
- case-marker
- collocation
- concepts
- conditional distribution
- conditional probabilities
- conditional probability
- conditional probability distribution
- culture
- data set
- data structure
- declarative representation
- disambiguation task
- distribution
- edr corpus
- entropy
- estimation
- evaluation task
- events
- feature
- feature set
- feature structure
- finite set
- formal description
- frame
- generation
- generation model
- heuristics
- implementation
- knowledge
- leaf
- lexicon
- likelihood
- linguistic
- linguistic knowledge
- maximum entropy principle
- measure
- method
- nouns
- parameter values
- parse
- parse tree
- parsing models
- particle
- particles
- phrase
- precision
- probabilistic model
- probabilistic models
- probabilities
- probability
- probability distribution
- probability distributions
- procedure
- process
- relation
- right-hand side
- root node
- semantic
- semantic categories
- semantic class
- semantic classes
- sentence
- sentences
- stochastic model
- subcategorisation
- subcategorisation frame
- subcategorization frame
- subcategorization frames
- subcategorization preference
- subordinate clause
- subsumption
- subsumption relation
- technique
- technology
- terms
- test corpus
- test data
- test set
- thesaurus
- training
- training corpus
- training data
- training data set
- training sample ~
- training set
- tree
- trees
- type hierarchy
- uniform distribution
- verb
- word
- word sequence
- words
