ACL RD-TEC 1.0 Summarization of W03-0403
Paper Title:
ACTIVE LEARNING FOR HPSG PARSE SELECTION
ACTIVE LEARNING FOR HPSG PARSE SELECTION
Authors: Jason Baldridge and Miles Osborne
Primarily assigned technology terms:
- active learning
- algorithm
- ambiguity resolution
- approximation
- bootstrap
- categorization
- classification
- co-training
- combined selection
- committee-based selection
- cross-validation
- ensemble selection
- feature selection
- full regression
- hpsg parse
- hpsg parse selection
- hpsg parser
- inner product
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning technique
- machine learner
- machine learning
- machine learning algorithm
- machine learning algorithms
- modelling
- natural language processing
- normalization
- operative selection
- parse selection
- parser
- parsers
- parsing
- part-of-speech tagging
- perceptron
- primary sample selection
- processing
- random selection
- ranking
- regression
- sample selection
- sampling
- selection method
- selection process
- selection strategy
- selective sampling
- statistical parsers
- statistical parsing
- stochastic parsing
- tagging
- text categorization
- tree insertion
Other assigned terms:
- ambiguity
- annotation
- annotator
- appointment scheduling
- approach
- bias
- bigram
- bigram model
- case
- classification tasks
- conditional distribution
- context-free grammars
- correlation
- dependency trees
- derivation
- derivation tree
- derivation trees
- distribution
- entropy
- evaluation function
- exact match
- fact
- feature
- feature set
- feature sets
- feature space
- feature vector
- forest
- formalisms
- grammar
- grammar formalisms
- grammars
- hand-crafted grammar
- head-driven phrase structure grammar
- hpsg
- hpsg grammar
- human annotator
- hypotheses
- insertion grammars
- language processing tasks
- lexicalized tree
- linguistic
- log-linear model
- log-linear models
- measures
- method
- names
- natural language
- natural language processing tasks
- ngram
- normalization factor
- parse
- parse disagreement
- parse forest
- parsing models
- parsing research
- part-of-speech
- pcfg
- penn treebank
- phrase
- phrase structure
- phrase structure grammar
- probabilistic context-free grammars
- probability
- process
- processing tasks
- query
- redwoods treebank
- seed
- semantic
- sentence
- sentences
- size of the corpus
- statistical models
- statistical parsing research
- technique
- terms
- test set
- text
- training
- training data
- training examples
- training material
- training set
- tree
- treebank
- trees
- utterance
