ACL RD-TEC 1.0 Summarization of P04-1033
Paper Title:
LEARNING WITH UNLABELED DATA FOR TEXT CATEGORIZATION USING A BOOTSTRAPPING AND A FEATURE PROJECTION TECHNIQUE
LEARNING WITH UNLABELED DATA FOR TEXT CATEGORIZATION USING A BOOTSTRAPPING AND A FEATURE PROJECTION TECHNIQUE
Authors: Youngjoong Ko and Jungyun Seo
Primarily assigned technology terms:
- algorithm
- automatic text categorization
- bayes classifier
- bootstrap
- bootstrapping
- bootstrapping algorithm
- bootstrapping process
- categorization
- classification
- classifier
- classifiers
- clustering
- clustering method
- document classification
- feature projection
- feature projection technique
- knn
- learner
- learning
- learning algorithms
- learning approach
- learning approaches
- memory allocation
- naive bayes
- naive bayes classifier
- pos tagger
- preprocessing
- projection technique
- proportional voting
- ranking
- supervised learning
- supervised learning approach
- supervised method
- support vector machine
- tagger
- text categorization
- text categorization method
- text classifier
- unsupervised clustering
- unsupervised document classification
- validation
- voting
Other assigned terms:
- approach
- categorization task
- clusters
- co-occurrence
- co-occurrence frequency
- co-occurrence information
- content words
- context similarity
- context vectors
- contextual information
- data set
- data sets
- distribution
- document
- empirical results
- feature
- keyword
- knowledge
- kullback-leibler divergence
- labeled training data
- labeling
- log-likelihood
- maximum similarity
- meaning
- measure
- method
- normal distribution
- normal distribution table
- part of speech
- probability
- process
- projection
- relation
- seed
- semantic
- semantic similarity
- sentence
- similarity between words
- similarity matrix
- similarity measure
- similarity score
- standard deviation
- support vector
- svms
- technique
- term
- term frequency
- terms
- text
- topics
- training
- training data
- training documents
- training examples
- unlabeled examples
- vocabulary
- web pages
- word
- word similarity
- words
