ACL RD-TEC 1.0 Summarization of W03-1027
Paper Title:
VIRTUAL EXAMPLES FOR TEXT CLASSIFICATION WITH SUPPORT VECTOR MACHINES
VIRTUAL EXAMPLES FOR TEXT CLASSIFICATION WITH SUPPORT VECTOR MACHINES
Primarily assigned technology terms:
- active learning
- algorithm
- binary classifier
- chunking
- classification
- classifier
- classifiers
- corpus annotation
- dependency analysis
- digit recognition
- entity recognition
- kernel
- language processing
- learning
- learning approach
- learning methods
- machine learning
- machine learning methods
- macro-averaging
- minimally-supervised learning
- named entity recognition
- natural language processing
- nlp
- optimization
- parsing
- pattern recognition
- pos tagging
- processing
- recognition
- supervised learning
- supervised learning approach
- support vector machines
- tagging
- text classification
- text representation
Other assigned terms:
- annotated corpus
- annotation
- approach
- array
- binary feature
- case
- document
- error rate
- experimental results
- f-measure
- feature
- feature vector
- feature vectors
- kernel function
- knowledge
- measure
- measures
- method
- misclassification cost
- named entity
- natural language
- nlp tasks
- precision
- set size
- stopword list
- support vector
- svms
- terms
- test set
- text
- training
- training data
- training examples
- training set
- training set size
- unlabeled examples
- word
- word frequency
- words
