ACL RD-TEC 1.0 Summarization of W04-2407
Paper Title:
MEMORY-BASED DEPENDENCY PARSING
MEMORY-BASED DEPENDENCY PARSING
Authors: Joakim Nivre and Johan Hall and Jens Nilsson
Primarily assigned technology terms:
- algorithm
- analogical modeling
- approximation
- artificial intelligence
- chunking
- classification
- classification algorithm
- classifier
- classifiers
- conditional likelihood
- conditional likelihood estimation
- dependency parser
- dependency parsing
- deterministic dependency parsing
- deterministic parser
- disambiguation
- grapheme-to-phoneme conversion
- kernel
- language parsing
- language processing
- lazy learning
- learner
- learning
- learning algorithm
- learning method
- likelihood estimation
- loss function
- machine learning
- memory-based learner
- memory-based learning
- modeling
- multi-class classification
- natural language parsing
- natural language processing
- nearest neighbors
- neighbor classification
- noun phrase chunking
- optimization
- parser
- parsers
- parsing
- parsing algorithm
- part-of-speech tagging
- pattern recognition
- phrase chunking
- preprocessing
- problem solving
- processing
- recognition
- shift-reduce parser
- shift-reduce parsing
- similarity-based smoothing
- smoothing
- statistical parsing
- statistical pattern recognition
- support vector machines
- tagger
- tagging
- top-down processing
- validation
- voting
- weighted class voting
- weighting
Other assigned terms:
- american english
- annotated corpus
- annotation
- annotation scheme
- approach
- attachment score
- base noun
- base noun phrase
- binary relations
- case
- classification accuracy
- conditional probabilities
- constituent structure
- context-free grammars
- corpora
- data set
- data sets
- dependency grammar
- dependency graph
- dependency graphs
- dependency relations
- dependency structure
- dependency structures
- dependency tree
- dependency trees
- dependency type
- distance metric
- distribution
- english text
- estimation
- events
- fact
- feature
- formalisms
- grammar
- grammars
- grammatical function
- grammatical functions
- input string
- intelligence
- lexical features
- lexical information
- lexical model
- likelihood
- linguistic
- linguistic constraints
- linguistics
- lookahead
- mapping
- measure
- method
- natural language
- natural language text
- nonterminal
- noun phrase
- oracle
- parameter settings
- parse
- parser state
- parsing accuracy
- part of speech
- part-of-speech
- part-of-speech annotation
- penn treebank
- phrase
- phrase structure
- pp-attachment
- precision
- prediction accuracy
- prepositional-phrase attachment
- probabilistic model
- probabilistic models
- probabilities
- process
- punctuation
- relation
- representations
- running time
- sentence
- sentences
- statistical significance
- support vector
- symbols
- syntactic structure
- terms
- test data
- test set
- text
- theories
- tokens
- training
- training and test data
- training data
- training data set
- training set
- tree
- treebank
- trees
- unrestricted natural language text
- word
- words
