ACL RD-TEC 1.0 Summarization of P04-1013
Paper Title:
DISCRIMINATIVE TRAINING OF A NEURAL NETWORK STATISTICAL PARSER
DISCRIMINATIVE TRAINING OF A NEURAL NETWORK STATISTICAL PARSER
Primarily assigned technology terms:
- approximate training
- approximation
- broad coverage parsing
- computing
- conditional likelihood
- discriminative learning
- discriminative training
- estimation process
- fast parsing
- hidden markov
- hidden markov model
- language parsing
- learning
- learning method
- learning methods
- learning process
- left-corner parsing
- likelihood approach
- likelihood estimate
- machine learning
- machine learning methods
- markov model
- maximum likelihood
- maximum likelihood approach
- morphological analysis
- natural language parsing
- network training
- neural network
- neural network training
- neural networks
- nlp
- optimization
- parameterization
- parser
- parsers
- parsing
- parsing system
- part-of-speech tagging
- preprocessing
- probability estimation
- processing
- pruning
- re-ranking
- regularization
- reranking
- rst computing
- search
- searching
- statistical parser
- statistical parsers
- support vector machines
- tagger
- tagging
- training method
- training procedure
- training process
- validation
- weight decay regularization
- weighting
Other assigned terms:
- approach
- beam
- bias
- case
- complete parse
- computational complexity
- conditional probabilities
- conditional probability
- derivations
- discriminative model
- distribution
- error rate
- estimation
- f-measure
- fact
- feature
- generative model
- generative models
- generative probability
- generative probability model
- history representation
- history-based model
- joint probability
- joint probability distribution
- knowledge
- lexical knowledge
- likelihood
- log-linear model
- log-linear models
- lookahead
- mapping
- mappings
- maximal joint likelihood estimate
- measures
- method
- morphological features
- natural language
- network architecture
- neural network architecture
- nlp tasks
- nonterminal
- parse
- parse tree
- parsing models
- parsing problem
- parsing strategy
- part-of-speech
- partial parse
- partial parses
- pcfg
- penn treebank
- phrase
- phrase structure
- phrase structure tree
- phrase structure trees
- precision
- priori
- probabilities
- probability
- probability distribution
- probability distributions
- probability estimates
- probability model
- procedure
- process
- representations
- search space
- sentence
- sentences
- structural information
- structural locality
- subtree
- subtrees
- support vector
- synchrony networks
- tags
- terms
- test set
- testing set
- training
- training corpus
- training data
- training set
- tree
- treebank
- trees
- vocabulary
- vocabulary size
- word
- words
