ACL RD-TEC 1.0 Summarization of J05-1003
Paper Title:
DISCRIMINATIVE RERANKING FOR NATURAL LANGUAGE PARSING
DISCRIMINATIVE RERANKING FOR NATURAL LANGUAGE PARSING
Primarily assigned technology terms:
- adaboost
- algorithm
- binary classification
- boosting
- boosting algorithm
- classification
- classifier
- computational linguistics
- dialogue systems
- discriminative reranking
- encoding
- entity recognition
- exponential loss function
- feature selection
- feature selection method
- hidden markov
- hidden markov model
- iterative scaling
- language generation
- language parsing
- language processing
- language understanding
- learning
- learning task
- lexicalization
- logistic regression
- loss function
- machine translation
- machine-learning
- markov model
- markov random fields
- maximum-entropy
- maximum-likelihood
- maximum-likelihood estimation
- named entity recognition
- natural language generation
- natural language parsing
- natural language processing
- nlp
- one-to-one mapping
- optimization
- parameter estimation
- parameterization
- parser
- parsers
- parsing
- part-of-speech tagging
- probabilistic parser
- processing
- ranking
- recognition
- regression
- regularization
- reranking
- selection method
- speech recognition
- statistical parser
- subcategorization
- supervised learning
- tagging
Other assigned terms:
- approach
- baseline model
- case
- classification tasks
- community
- conditional probability
- context-free grammars
- derivation
- derivations
- estimation
- experimental results
- f-measure
- feature
- feature space
- feature type
- fmeasure
- generation
- generative model
- grammars
- history-based model
- implementation
- language models
- leftmost derivation
- lexical rule
- linguistics
- log-likelihood
- log-linear models
- logistic regression model
- mapping
- method
- named entity
- natural language
- nlp tasks
- nonterminal
- parameter values
- parse
- parse tree
- parsing problem
- parsing task
- part-of-speech
- pcfg
- pcfgs
- predicates
- probabilistic context-free grammars
- probabilistic models
- probabilities
- probability
- process
- regression model
- right-hand side
- sentence
- subcategorization frames
- terms
- text
- topics
- training
- training examples
- training set
- tree
- treebank
- trees
- understanding
- vector space
- verb
- wsj treebank