ACL RD-TEC 1.0 Summarization of P05-1020
Paper Title:
MACHINE LEARNING FOR COREFERENCE RESOLUTION: FROM LOCAL CLASSIFICATION TO GLOBAL RANKING
MACHINE LEARNING FOR COREFERENCE RESOLUTION: FROM LOCAL CLASSIFICATION TO GLOBAL RANKING
Primarily assigned technology terms:
- algorithm
- automatic content extraction
- beam search
- best-first clustering
- binary classification
- bootstrap
- bootstrapping
- classification
- classifier
- classifiers
- closest-first clustering
- clustering
- clustering algorithm
- computing
- coreference classifier
- coreference resolution
- coreference scoring
- coreference system
- correlation clustering
- decision making
- decision tree
- decision tree induction
- decision tree learner
- entropy classification
- exhaustive search
- graph-based partitioning
- greedy algorithm
- greedy clustering
- identification
- induction
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning approaches
- learning-based coreference
- learning-based coreference system
- local classification
- logistic regression
- machine learning
- machine learning approach
- machine learning approaches
- matching
- maximum entropy
- optimization
- partitioning
- perceptron
- ranking
- recognition
- regression
- rule learning
- scoring
- scoring function
- scoring program
- search
- search process
- string matching
- training process
- tree induction
- tree induction system
- voted perceptron
Other assigned terms:
- approach
- beam
- bias
- binary classification task
- broadcast news
- case
- classification accuracy
- classification model
- classification task
- cluster
- clustering procedure
- clustering-level accuracy
- clusters
- cohesion
- coreference corpus
- correlation
- data set
- data sets
- document
- entropy
- f-measure
- feature
- feature set
- feature sets
- feature value
- generation
- heuristic
- hypotheses
- knowledge
- likelihood
- measure
- method
- noun phrases
- oracle
- precision
- probabilities
- probability
- probability value
- procedure
- process
- pronouns
- ranking candidate
- ranking model
- search space
- semantic
- semantic compatibility
- statistics
- system performance
- terms
- test data
- test set
- text
- training
- training data
- training document
- training instance
- training text
- training time
- tree
- words
