ACL RD-TEC 1.0 Summarization of W02-1008
Paper Title:
COMBINING SAMPLE SELECTION AND ERROR-DRIVEN PRUNING FOR MACHINE LEARNING OF COREFERENCE RULES
COMBINING SAMPLE SELECTION AND ERROR-DRIVEN PRUNING FOR MACHINE LEARNING OF COREFERENCE RULES
Authors: Vincent Ng and Claire Cardie
Primarily assigned technology terms:
- algorithm
- anaphora resolution
- best-first clustering
- chi-square test
- classification
- classifier
- classifiers
- clustering
- clustering algorithm
- computational linguistics
- coreference classifier
- coreference resolution
- coreference scoring
- coreference system
- error-driven pruning
- error-driven rule pruning
- example selection
- feature selection
- hill-climbing
- implicit selection
- induction
- induction process
- inductive learning
- inductive learning algorithm
- instance selection
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning framework
- learning system
- learning task
- learning-based coreference
- learning-based coreference system
- loss function
- machine learning
- machine learning approaches
- muc scoring
- name resolution
- negative instance selection
- negative sample selection
- optimization
- partitioning
- phrase coreference resolution
- positive sample selection
- processing
- pruning
- rule creation
- rule induction
- rule learning
- rule pruning
- sample selection
- scoring
- scoring function
- scoring program
- selection algorithm
- single-link clustering
- training instance selection
Other assigned terms:
- anaphor
- anaphora
- anaphors
- approach
- association for computational linguistics
- binary relation
- case
- classification accuracy
- classification task
- cluster
- clustering-level accuracy
- community
- coreference chains
- corpora
- data set
- data sets
- document
- experimental results
- f-measure
- fact
- feature
- human intervention
- hypothesis
- interpretation
- knowledge
- linguistics
- method
- noun phrase
- noun phrase coreference
- noun phrases
- phrase
- phrase coreference
- precision
- procedure
- process
- pronoun
- proper name
- relation
- statistical significance
- system performance
- technique
- term
- terms
- text
- training
- training corpus
- training data
- training document
- training documents
- training examples
- training instance
- training set
- training text
- transitivity
