ACL RD-TEC 1.0 Summarization of W97-1005
Paper Title:
A STATISTICAL DECISION MAKING METHOD: A CASE STUDY ON PREPOSITIONAL PHRASE ATTACHMENT
A STATISTICAL DECISION MAKING METHOD: A CASE STUDY ON PREPOSITIONAL PHRASE ATTACHMENT
Authors: Mehmet Kayaalp and Ted Pedersen and Rebecca Bruce
Primarily assigned technology terms:
- algorithm
- bayes classifier
- bayesian approach
- classification
- classifier
- classifiers
- computational linguistics
- computational natural language learning
- cross-validation
- decision making
- decision tree
- decision trees
- disambiguation
- dynamic programming
- dynamic programming technique
- fitting procedure
- graph representation
- induction
- language learning
- learning
- learning system
- leave-one-out cross-validation
- likelihood estimate
- likelihood estimation
- machine learning
- maximum entropy
- maximum entropy model
- maximum likelihood
- maximum likelihood estimation
- model selection
- model switching
- modeling
- naive bayes
- naive bayes approach
- naive bayes classifier
- natural language learning
- nlp
- nlp system
- optimization
- parsing
- probabilistic classifier
- programming technique
- quantitative analysis
- ranking
- rule induction
- rule-based approach
- search
- sense disambiguation
- significance analysis
- statistical classification
- statistical techniques
- supervised learning
- syntactic parsing
- text understanding
- v-fold cross-validation
- word sense disambiguation
Other assigned terms:
- ambiguity
- approach
- array
- association for computational linguistics
- attachment site
- back-off model
- bayes model
- case
- classification accuracy
- classification model
- classification performance
- classification problem
- compact representation
- concept
- concepts
- conditional independence
- contextual information
- contingency table
- corpora
- data set
- data sets
- disk
- distribution
- entropy
- estimation
- f-measure
- fact
- feature
- feature set
- feature value
- grammar
- graphical representation
- heuristic
- heuristics
- implementation
- inference rules
- interpretation
- joint distribution
- joint probability
- knowledge
- lexical association
- lexical information
- likelihood
- likelihood ratio
- linguistic
- linguistics
- linguists
- log-linear model
- log-linear models
- maximum likelihood estimate
- measure
- method
- methodology
- mutual information
- n-grams
- naive bayes model
- natural language
- ordered list
- penn treebank
- performance comparison
- phrase
- phrase attachment
- pp attachment
- precision
- preposition
- prepositional phrase
- prepositional phrase attachment
- probabilistic models
- probabilities
- probability
- probability distributions
- probability estimates
- procedure
- process
- qualitative analysis
- recursion
- representations
- scalability
- search space
- sentence
- sentences
- statistical significance
- statistics
- technique
- terms
- test data
- text
- time complexity
- training
- training and test data
- training data
- training data set
- training phase
- training set
- tree
- treebank
- trees
- understanding
- user
- verb
- verb attachment
- vertex
- word
- word sense
