ACL RD-TEC 1.0 Summarization of P06-2029
Paper Title:
THE BENEFIT OF STOCHASTIC PP ATTACHMENT TO A RULE-BASED PARSER
THE BENEFIT OF STOCHASTIC PP ATTACHMENT TO A RULE-BASED PARSER
Authors: Kilian A. Foth and Wolfgang Menzel
Primarily assigned technology terms:
- approximation
- binary classification
- classification
- computational linguistics
- corpus-based decision
- decision trees
- dependency parser
- dependency parsing
- disambiguation
- extraction method
- full parsing
- heuristic solution
- induction
- kernel
- language processing
- learning
- machine translation
- machine translation system
- maximum entropy
- maximum likelihood
- natural language processing
- normalization
- online large margin learning
- parser
- parsing
- pos tagging
- pp attachment disambiguation
- predictor
- probabilistic parser
- processing
- reasoning
- reporting
- rule-based system
- search
- statistical methods
- supervised training
- syntax analysis
- tagging
- translation system
- treebank transformation
- unsupervised method
- unsupervised training
Other assigned terms:
- ambiguity
- approach
- association for computational linguistics
- auxiliary verb
- base noun
- baseline performance
- benchmark
- bias
- binary classification task
- case
- classification task
- co-occurrences
- collocation
- collocation model
- connectionist
- constraint dependency grammar
- constraint satisfaction
- constraint satisfaction problem
- content words
- correlation
- debugging
- dependency grammar
- dependency structures
- dependency tree
- dependency treebank
- dependency trees
- determiner
- determiners
- entropy
- entropy models
- error rate
- events
- f-score
- fact
- formalism
- function words
- gold standard
- grammar
- grammar rules
- hard constraint
- heuristic
- heuristics
- imperfect input
- interpretation
- knowledge
- large corpus
- lexical evidence
- lexical preference
- lexicalized model
- likelihood
- linguistic
- linguistics
- mapping
- maximum entropy models
- measure
- measures
- method
- mutual information
- natural language
- negra
- negra corpus
- newspaper corpus
- nouns
- parameter space
- parse
- parsing accuracy
- parsing problem
- penn treebank
- phrase
- phrase structure
- pp attachment
- precision
- preposition
- prepositional attachment
- prepositional phrase
- prepositional phrases
- prepositions
- probability
- procedure
- processing time
- proposition
- punctuation
- semantic
- semantic structure
- sentence
- sentence structure
- sentences
- standard benchmark
- statistical approach
- statistical information
- structure of the sentence
- suffix
- syntax
- syntax tree
- terms
- test set
- text
- text type
- theory
- training
- training corpus
- training data
- transformation
- transformation rules
- translation quality
- tree
- treebank
- trees
- uncertain knowledge
- verb
- verb attachment
- verb phrase
- word
- word order
- word pair
- wordnet
- wordnet hierarchy
- words
- world knowledge
