ACL RD-TEC 1.0 Summarization of P02-1014
Paper Title:
IMPROVING MACHINE LEARNING APPROACHES TO COREFERENCE RESOLUTION
IMPROVING MACHINE LEARNING APPROACHES TO COREFERENCE RESOLUTION
Authors: Vincent Ng and Claire Cardie
Primarily assigned technology terms:
- algorithm
- best-first clustering
- best-first clustering coreference
- binding
- chi-square test
- classification
- classification algorithm
- classifier
- classifier combination
- classifiers
- clustering
- clustering algorithm
- coreference classifier
- coreference clustering
- coreference predictor
- coreference resolution
- coreference resolution system
- coreference system
- corpus-based approach
- decision tree
- decision tree induction
- feature selection
- feature selection process
- identification
- induction
- instance selection
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning framework
- learning system
- learning-based coreference
- learning-based coreference resolution
- machine learning
- machine learning approaches
- matching
- muc scoring
- negative instance selection
- noun phrase interpretation
- noun phrase resolution
- noun resolution
- np coreference resolution
- partitioning
- phrase coreference resolution
- phrase resolution
- predictor
- pronoun resolution
- pronoun resolution algorithm
- rule learning
- scoring
- scoring program
- search
- selection process
- splitting
- string match
- string matching
- supervised clustering
- symbolic learning
- training instance selection
- tree induction
- tree induction system
Other assigned terms:
- anaphoric noun
- animacy
- annotated corpus
- approach
- binding theory
- class information
- classification task
- cluster
- common noun phrase
- coreference chains
- corpora
- data set
- data sets
- determiners
- distribution
- document
- experimental results
- f-measure
- feature
- feature set
- feature sets
- feature value
- grammatical features
- grammatical role
- heuristics
- hypothesis
- interpretation
- knowledge
- leaf
- lexical features
- likelihood
- linguistic
- linguistic constraints
- linguistic information
- linguistic knowledge
- linguistics
- measure
- measures
- mechanisms
- method
- names
- noun phrase
- noun phrase coreference
- noun phrases
- nouns
- paragraphs
- phrase
- phrase coreference
- precision
- preposition
- procedure
- process
- projection
- pronoun
- pronouns
- proper name
- proper names
- semantic
- semantic class
- semantic class information
- semantic compatibility
- semantic features
- sentence
- sentences
- statistical significance
- stems
- string match feature
- subclass
- subject position
- syntactic coreference
- syntax
- terms
- test set
- text
- theory
- training
- training data
- training example
- training examples
- training instance
- training set
- training text
- tree
- trees
- user
- word
- wordnet
- words
