ACL RD-TEC 1.0 Summarization of P06-2041
Paper Title:
DISCRIMINATIVE CLASSIFIERS FOR DETERMINISTIC DEPENDENCY PARSING
DISCRIMINATIVE CLASSIFIERS FOR DETERMINISTIC DEPENDENCY PARSING
Authors: Johan Hall and Joakim Nivre and Jens Nilsson
Primarily assigned technology terms:
- algorithm
- binary classifier
- chinese dependency parsing
- classification
- classifier
- classifier-based deterministic dependency parsing
- classifiers
- computational linguistics
- cross-validation
- data-driven parsing
- dependency parsing
- dependency-based parsing
- deterministic dependency parsing
- deterministic parsing
- disambiguation
- dynamic programming
- exhaustive search
- feature selection
- feature weighting
- greedy parsing
- indexing
- inductive dependency parsing
- inductive learning
- kernel
- labeled dependency parsing
- lazy learning
- learning
- learning algorithm
- learning algorithms
- learning method
- learning methods
- linear kernel
- linear kernel function
- machine learning
- machine learning methods
- maxent
- memory-based learning
- multi-class classification
- nearest neighbors
- nondeterministic parsing
- one learning
- optimization
- parameter optimization
- parser
- parsers
- parsing
- parsing algorithm
- part-of-speech tagger
- phrase structure parsing
- polynomial kernel
- preprocessing
- processor
- radial basis function
- ranking
- search
- shift-reduce parser
- smoothing
- statistical parsing
- structure parsing
- support vector machines
- tagger
- unlabeled dependency parsing
- voting
- weighting
Other assigned terms:
- annotation
- approach
- association for computational linguistics
- attachment score
- binary feature
- case
- chinese dependency
- chinese treebank
- classification accuracy
- classification problem
- constituent structure
- data set
- data sets
- data structures
- dependency graph
- dependency graphs
- dependency relations
- dependency structure
- dependency type
- derivations
- discriminative model
- english sentence
- evaluation metrics
- exact match
- experimental results
- fact
- feature
- feature space
- feature vector
- feature vectors
- gold standard
- grammar
- grammatical functions
- grid
- head percolation table
- index
- kernel function
- learning problem
- lexical features
- linguistic
- linguistics
- mapping
- measure
- method
- methodology
- model complexity
- non-projective dependency
- parameter space
- parsing accuracy
- parsing models
- part-of-speech
- parts-of-speech
- penn chinese treebank
- penn treebank
- penn treebank ii
- phrase
- phrase structure
- probabilistic models
- punctuation
- root node
- sentence
- sentences
- style
- suffix
- support vector
- tags
- technique
- term
- termination criterion
- terms
- test data
- test set
- tokens
- training
- training data
- training data set
- training efficiency
- tree
- treebank
- treebank style
- undirected graph
- unlabeled dependency
- word
- word form
- words
