ACL RD-TEC 1.0 Summarization of C02-1054
Paper Title:
EFFICIENT SUPPORT VECTOR CLASSIFIERS FOR NAMED ENTITY RECOGNITION
EFFICIENT SUPPORT VECTOR CLASSIFIERS FOR NAMED ENTITY RECOGNITION
Authors: Hideki Isozaki and Hideto Kazawa
Primarily assigned technology terms:
- 5-fold cross-validation
- algorithm
- analyzer
- approximation
- binary search
- caching
- character recognition
- chunking
- classification
- classifier
- classifiers
- cross-validation
- cubic kernel
- entity recognition
- feature selection
- feature selection method
- information extraction
- information retrieval
- information retrieval and extraction
- japanese ne recognition
- kernel
- kernels
- knowledge processing
- language processing
- learning
- learning system
- machine learning
- maximum entropy
- modeling
- morphological analyzer
- named entity recognition
- natural language processing
- ne recognition
- ne recognizer
- ne system
- open-domain question answering
- part-of-speech tagging
- pattern recognition
- polynomial kernel
- pos tagging
- processing
- processor
- quadratic programming
- question answering
- question answering system
- reading
- recognition
- recognizer
- regression
- rule-based machine
- search
- selection method
- support vector machines
- support vector regression
- svm classifier
- svm-based feature selection
- svm-light
- tagger
- tagging
- training method
- vector regression
- viterbi
- viterbi search
Other assigned terms:
- acyclic graph
- approach
- binary tree
- cache
- case
- character type
- classification tasks
- computational complexity
- cpu time
- document
- entropy
- f-measure
- fact
- feature
- feature vector
- implementation
- japanese ne
- knowledge
- maps
- method
- named entities
- named entity
- natural language
- nouns
- part-of-speech
- part-of-speech tag
- positive and negative examples
- precision
- probabilities
- process
- proper noun
- quadratic kernel
- run-time
- sentence
- support vector
- svms
- tags
- technology
- terms
- test data
- training
- training data
- training examples
- training phase
- training time
- tree
- verb
- word
- word boundaries
- word boundary
- word classes
- word features
- words
