ACL RD-TEC 1.0 Summarization of N06-1021
Paper Title:
MULTILINGUAL DEPENDENCY PARSING USING BAYES POINT MACHINES
MULTILINGUAL DEPENDENCY PARSING USING BAYES POINT MACHINES
Authors: Simon Corston-Oliver and Anthony Aue and Kevin Duh and Eric Ringger
Primarily assigned technology terms:
- algorithm
- analyzer
- approximation
- bagging
- bayesian learning
- classification
- classifier
- classifiers
- data reduction
- decoder
- decoding
- dependency parser
- dependency parsing
- discriminative reranking
- discriminative training
- feature representation
- identification
- kernels
- language processing
- learner
- learning
- learning algorithm
- learning framework
- machine translation
- machine translation system
- measuring
- morphological analyzer
- morphology
- multilingual dependency parsing
- natural language processing
- online learning
- online learning algorithm
- parser
- parsers
- parsing
- perceptron
- perceptron algorithm
- processing
- reporting
- reranking
- root identification
- sampling
- search
- spanning tree
- support vector machine
- support vector machines
- tagger
- training algorithm
- translation system
- tree algorithm
- truncation
Other assigned terms:
- arabic corpora
- arithmetic mean
- backoff
- case
- characters
- chinese treebank
- content words
- convergence
- corpora
- data sparsity
- dependency link
- dependency parse
- dependency relations
- dependency treebank
- distribution
- english dependency
- english penn treebank
- fact
- feature
- feature types
- feature vector
- hypotheses
- implementation
- inflectional morphology
- knowledge
- large corpus
- large training
- lemma
- lexical categories
- lexical features
- lexical item
- linguistic
- mandarin chinese
- measure
- measures
- morpheme
- morphemes
- morphological features
- morphological information
- natural language
- oracle
- parse
- parsing problem
- part of speech
- part-of-speech
- part-of-speech information
- part-of-speech tag
- part-of-speech tags
- penn treebank
- posterior
- posterior distribution
- prague dependency treebank
- preposition
- prior distribution
- punctuation
- sentence
- sentences
- statistical significance
- stem
- stems
- suffix
- support vector
- svms
- syntactic relations
- tag set
- tags
- term
- terms
- test set
- tokens
- training
- training data
- training set
- tree
- treebank
- trees
- verb
- weight vector
- word
- words
