ACL RD-TEC 1.0 Summarization of W03-1015
Paper Title:
BOOTSTRAPPING COREFERENCE CLASSIFIERS WITH MULTIPLE MACHINE LEARNING ALGORITHMS
BOOTSTRAPPING COREFERENCE CLASSIFIERS WITH MULTIPLE MACHINE LEARNING ALGORITHMS
Authors: Vincent Ng and Claire Cardie
Primarily assigned technology terms:
- active learning
- add-one smoothing
- algorithm
- bagging
- binary classifier
- bootstrap
- bootstrapping
- bootstrapping algorithm
- bootstrapping procedure
- classification
- classifier
- classifiers
- clustering
- clustering algorithm
- co-training
- co-training algorithm
- coreference classifier
- coreference resolution
- coreference resolution system
- coreference system
- decision tree
- decision trees
- feature split
- hypothesis testing
- instance selection
- int-n selection
- learner
- learning
- learning algorithm
- learning algorithms
- machine learning
- machine learning algorithms
- muc scoring
- multi-learner bootstrapping
- multi-view co-training
- naive bayes
- naive bayes classifiers
- parameter setting
- parser
- parsers
- parsing
- partitioning
- phrase coreference resolution
- rank-by-confidence
- ranking
- ranking method
- scoring
- scoring program
- selection method
- self-training
- single classifier
- single-view bootstrapping
- smoothing
- splitting
- statistical parsers
- supervised learning
- supervised learning algorithm
Other assigned terms:
- annotated corpus
- case
- class distribution
- classification task
- classifier prediction
- concept
- conditional independence
- conditional probability
- data redundancy
- data set
- data sets
- distribution
- document
- f-measure
- fact
- feature
- feature set
- feature type
- feature-value pair
- frequency counts
- hypotheses
- hypothesis
- independence assumption
- knowledge
- leaf
- maps
- method
- noun phrase
- noun phrase coreference
- noun phrases
- parameter settings
- phrase
- phrase coreference
- precision
- probability
- procedure
- process
- redundant information
- semantic
- semantic class
- sentences
- smoothing parameter
- system performance
- terms
- training
- training data
- training set
- tree
- trees
