ACL RD-TEC 1.0 Summarization of W05-0612
Paper Title:
AN EXPECTATION MAXIMIZATION APPROACH TO PRONOUN RESOLUTION
AN EXPECTATION MAXIMIZATION APPROACH TO PRONOUN RESOLUTION
Authors: Colin Cherry and Shane Bergsma
Primarily assigned technology terms:
- algorithm
- anaphora resolution
- automatic system
- bilingual word alignment
- binding
- clustering
- co-training
- computational linguistics
- computational natural language learning
- coreference resolution
- coreference system
- decision trees
- dependency parser
- em algorithm
- em training
- estimation process
- expectation maximization
- fully-automatic pronoun resolution
- identification
- information extraction
- language learning
- language processing
- learner
- learning
- learning approaches
- learning process
- list construction
- machine learning
- maxent
- maximum entropy
- minipar
- natural language learning
- natural language processing
- noun-phrase identification
- parser
- parsing
- phrase coreference resolution
- pre-processing
- probability function
- processing
- pronoun resolution
- pronoun resolution algorithm
- pronoun resolution method
- pronoun resolution system
- question answering
- question answering system
- reference resolution
- resolution process
- smoothing
- statistical methods
- supervised learning
- supervised system
- synthesis
- table look-up
- unsupervised approach
- unsupervised expectation maximization
- unsupervised learning
- unsupervised method
- validation
- verb phrases
- weighting
- word alignment
Other assigned terms:
- anaphor
- anaphora
- annotated corpus
- answering corpus
- approach
- association for computational linguistics
- binding theory
- case
- category label
- concept
- corpora
- data sets
- development set
- distribution
- document
- entropy
- estimation
- events
- feature
- feature set
- grammatical function
- heuristic
- implementation
- interpretation
- joint probability
- joint probability distribution
- labeled training data
- language model
- lexical choice
- likelihood
- linguistic
- linguistics
- local maximum
- log-linear model
- manual intervention
- maximum entropy principle
- measures
- method
- names
- natural language
- noise
- noun phrase
- noun phrase coreference
- noun phrases
- nouns
- parameter space
- parsed corpus
- part of speech
- phrase
- phrase coreference
- probabilities
- probability
- probability distribution
- probability model
- process
- pronominal anaphor
- pronoun
- pronouns
- queries
- sentence
- sentences
- symbol
- syntactic constraints
- syntactic context
- syntactic relationship
- term
- terms
- test data
- test set
- text
- theory
- training
- training data
- training set
- trees
- unlabeled text
- verb
- verb phrase
- word
- words
