ACL RD-TEC 1.0 Summarization of P04-1020
Paper Title:
LEARNING NOUN PHRASE ANAPHORICITY TO IMPROVE CONFERENCE RESOLUTION: ISSUES IN REPRESENTATION AND OPTIMIZATION
LEARNING NOUN PHRASE ANAPHORICITY TO IMPROVE CONFERENCE RESOLUTION: ISSUES IN REPRESENTATION AND OPTIMIZATION
Primarily assigned technology terms:
- algorithm
- anaphoricity classifier
- anaphoricity determination
- anaphoricity determination system
- automatic content extraction
- classification
- classifier
- classifiers
- clustering
- computing
- coreference classifier
- coreference resolution
- coreference system
- corpus-based approach
- entropy classification
- global optimization
- identification
- iterative scaling
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning framework
- learning-based coreference
- learning-based coreference system
- machine learning
- machine learning approach
- maxent
- maximum entropy
- muc scoring
- optimization
- parameter tuning
- parameterization
- pre-processing
- rule learning
- scoring
- scoring program
- tuning
Other assigned terms:
- approach
- broadcast news
- case
- coreference chains
- coreference corpus
- correlation
- data set
- data sets
- development set
- document
- entropy
- experimental setting
- f-measure
- fact
- feature
- gaussian prior
- hypothesis
- information gain
- knowledge
- likelihood
- linguistic
- maps
- maxent model
- measure
- method
- muc corpus
- noun phrase
- noun phrases
- parameter values
- parametric model
- phrase
- precision
- probability
- probability model
- process
- pronoun
- proper noun
- statistics
- stem
- terms
- test data
- text
- training
- training anaphoricity
- training documents
- training instance
- words
