ACL RD-TEC 1.0 Summarization of W04-3211
Paper Title:
MIXING WEAK LEARNERS IN SEMANTIC PARSIN
MIXING WEAK LEARNERS IN SEMANTIC PARSIN
Authors: Rodney D. Nielsen and Sameer Pradhan
Primarily assigned technology terms:
- adaboost
- algorithm
- bagging
- bayesian algorithm
- bayesian approach
- boosted decision tree
- boosting
- classification
- classification algorithm
- classifier
- classifiers
- decision tree
- decision tree classifier
- decision tree method
- decision trees
- dialog understanding
- dimensionality reduction
- entity tagger
- feature representation
- feature selection
- feature selection process
- forest classifier
- hardware
- identification
- information extraction
- learning
- learning approaches
- machine learning
- machine learning approaches
- machine translation
- model selection
- morphology
- multi-class classification
- named entity tagger
- nlp
- parsing
- processing
- question answering
- random forest
- random selection
- role classification
- selection method
- selection process
- semantic parsing
- single classifier
- splitting
- summarization
- support vector machine
- svm approach
- svm classifier
- tagger
- tagging
- text summarization
- tree algorithm
- tree building
- tree building process
- tree classifier
- tree method
- tuning
- voting
Other assigned terms:
- animacy
- annotation
- approach
- backoff
- case
- class probability
- classification accuracy
- classification task
- collocation
- composition
- correlation
- customization
- development set
- dialog
- dimensionality
- entity class
- entropy
- estimation
- experimental results
- fact
- feature
- feature set
- feature sets
- feature space
- forest
- governing category
- head word
- identification task
- implementation
- interpretation
- knowledge
- labeling
- lemma
- manual tagging
- maps
- matlab
- meanings
- method
- methodology
- morphological form
- n-best list
- named entity
- nlp applications
- nlp tasks
- noise
- paragraphs
- parse
- parse tree
- parsing problem
- part of speech
- parts of speech
- penn treebank
- phrasal verb
- phrase
- phrase type
- probabilities
- probability
- probability estimates
- process
- propbank
- propbank corpus
- proposition
- semantic
- semantic parse
- semantic role
- semantic role label
- semantic roles
- sentence
- sentence fragment
- sentences
- statistical significance
- suffix
- support vector
- svms
- syntactic constituent
- syntactic parse
- technique
- terms
- text
- tokens
- training
- training data
- training set
- training time
- tree
- treebank
- trees
- understanding
- verb
- word
- words
