ACL RD-TEC 1.0 Summarization of W05-1515
Paper Title:
CONSTITUENT PARSING BY CLASSIFICATION
CONSTITUENT PARSING BY CLASSIFICATION
Authors: Joseph Turian and I. Dan Melamed
Primarily assigned technology terms:
- adaboost
- algorithm
- beam search
- beam search method
- bracketing
- classification
- classification techniques
- classifier
- classifiers
- collins parser
- computational linguistics
- constituency parsing
- constituent parsing
- cross-validating
- data analysis
- decision tree
- decision trees
- decoding
- deterministic parsing
- generating training examples
- learning
- learning methods
- learning task
- linear discriminant
- loss-based decoding
- machine learning
- machine learning methods
- machine translation
- nlp
- parallelization
- parser
- parsers
- parsing
- parsing algorithm
- parsing technologies
- preprocessing
- regularization
- relation extraction
- right-branching
- scoring
- scoring function
- search
- search method
- significance testing
- single classifier
- splitting
- tagger
- taggers
- tagging
Other assigned terms:
- ambiguity
- annotation
- approach
- association for computational linguistics
- beam
- bias
- case
- classification task
- confidence score
- confidence scores
- context size
- determiner
- development set
- english penn treebank
- experimental results
- f-measure
- fact
- feature
- feature set
- feature types
- implementation
- inferences
- leaf
- lexical features
- lexical sparsity
- likelihood
- linear combination
- linguistics
- log-likelihood
- measures
- method
- nlp tasks
- noise
- parse
- parse tree
- parsing accuracy
- penn treebank
- pos tag
- precision
- probability
- ptb
- punctuation
- relation
- root node
- search space
- sentence
- sentences
- sun microsystems
- tags
- technique
- technologies
- term
- terms
- test set
- text
- training
- training data
- training examples
- training set
- training time
- tree
- tree structure
- treebank
- trees
- understanding
- vocabulary
- word
- word count
- words
