ACL RD-TEC 1.0 Summarization of P05-3015
Paper Title:
SYNTAX-BASED SEMI-SUPERVISED NAMED ENTITY TAGGING
SYNTAX-BASED SEMI-SUPERVISED NAMED ENTITY TAGGING
Authors: Behrang Mohit and Rebecca Hwa
Primarily assigned technology terms:
- 5-fold cross validation
- algorithm
- automatic content extraction
- bayes classifier
- bootstrapping
- capitalization
- classification
- classifier
- computational linguistics
- cross validation
- dependency parsing
- document classification
- entity classification
- entity detection
- entity recognition
- entity tagging
- estimation procedure
- expectation maximization
- expectation-maximization
- expectation-maximization algorithm
- iterative procedure
- learning
- learning approaches
- learning framework
- machine translation
- matching
- naive bayes
- naive bayes classifier
- named entity classification
- named entity recognition
- named entity tagging
- ne classification
- ne recognition
- ne recognizer
- ne tagger
- ne tagging
- nlp
- parameter estimation
- parsing
- processing
- recognition
- recognizer
- semi-supervised classification
- semi-supervised learning
- semi-supervised training
- spelling
- supervised learning
- supervised learning framework
- syntactic analysis
- syntactic extraction
- tagger
- tagging
- validation
Other assigned terms:
- approach
- association for computational linguistics
- binary feature
- binary features
- class probability
- contextual information
- dependency parse
- dependency parse tree
- document
- estimation
- extraction patterns
- feature
- gold standard
- heuristic
- input text
- labeled training data
- linguistics
- main verb
- named entities
- named entity
- noise
- noun phrase
- nouns
- parse
- parse tree
- penn tree bank
- phrase
- prepositional phrase
- prepositional phrases
- probabilities
- probability
- procedure
- proper noun
- punctuation
- recognition phase
- schema
- semi-supervised approach
- sentence
- sentences
- statistical significance
- style
- syntactic features
- syntactic rules
- tags
- test data
- test set
- testing data
- text
- training
- training data
- training examples
- tree
- tree bank
- trees
- unlabeled examples
- verb
- word
- words
