ACL RD-TEC 1.0 Summarization of N03-1014
Paper Title:
INDUCING HISTORY REPRESENTATIONS FOR BROAD COVERAGE STATISTICAL PARSING
INDUCING HISTORY REPRESENTATIONS FOR BROAD COVERAGE STATISTICAL PARSING
Primarily assigned technology terms:
- beam pruning
- beam search
- best-first search
- computing
- estimation method
- feature induction
- hidden markov
- hidden markov model
- identification
- induction
- kernel
- kernels
- language parsing
- learning
- learning method
- learning process
- learning techniques
- left-corner parsing
- loglinear
- machine learning
- machine learning techniques
- markov model
- maximum entropy
- maximum entropy model
- morphological analysis
- natural language parsing
- neural network
- neural networks
- nlp
- normalization
- one-to-one mapping
- parser
- parsers
- parsing
- parsing system
- probability estimation
- processing
- pruning
- pruning strategy
- re-ranking
- regularization
- right-branching
- search
- searching
- shift-reduce parsing
- splitting
- statistical left-corner parser
- statistical parser
- statistical parsers
- statistical parsing
- stochastic process
- top-down parsing
- training process
- tree kernels
- validation
Other assigned terms:
- adjunction
- approach
- beam
- bias
- case
- concept
- conditional probabilities
- derivation
- derivations
- distribution
- entropy
- estimation
- evaluation measures
- experimental results
- f-measure
- fact
- feature
- feature sets
- feature space
- finite set
- fixed-length vector
- grammar
- head word
- history representation
- history-based model
- independence assumption
- knowledge
- lexical head
- lexical knowledge
- linguistic
- linguistic knowledge
- log-linear model
- log-linear models
- mapping
- mappings
- maps
- measures
- method
- modifier
- morphological features
- natural language
- natural language sentences
- network architecture
- neural network architecture
- nonterminal
- parse
- parse tree
- parsing accuracy
- parsing model
- parsing strategy
- part-of-speech
- part-of-speech tags
- pcfg
- penn treebank
- phrase
- phrase structure
- phrase structure tree
- phrase structure trees
- precision
- priori
- probabilistic model
- probabilities
- probability
- probability distribution
- probability distributions
- probability estimate
- probability estimates
- probability model
- process
- recursion
- representations
- search space
- sentence
- sentences
- structural locality
- subtree
- subtrees
- synchrony networks
- syntax
- tags
- testing set
- theories
- training
- training data
- training set
- training time
- tree
- treebank
- trees
- vocabulary
- vocabulary size
- word
- word model
- words
