ACL RD-TEC 1.0 Summarization of W03-1305
Paper Title:
TWO-PHASE BIOMEDICAL NE RECOGNITION BASED ON SVMS
TWO-PHASE BIOMEDICAL NE RECOGNITION BASED ON SVMS
Authors: Ki-Joong Lee and Young-Sook Hwang and Hae-Chang Rim
Primarily assigned technology terms:
- algorithm
- binary classifier
- biomedical named entity recognition
- biomedicine
- boundary identification
- classification
- classification method
- classifier
- classifiers
- computational text analysis
- cross validation
- dictionary look-up
- dictionary lookup
- entity classification
- entity identification
- entity identifier
- entity recognition
- entity recognition system
- entity recognizer
- feature representation
- feature selection
- grouping
- identification
- kernel
- knowledge discovery
- learning
- learning approach
- learning approaches
- linear kernel
- machine learning
- machine learning approach
- machine learning approaches
- named entity identification
- named entity recognition
- ne recognition
- nlp
- one-vs-rest classification
- post-processing
- postprocessing
- processing
- recognition
- recognition system
- recognizer
- semantic classification
- semantic tagging
- svm classifier
- svm-light
- tagging
- text analysis
- transcription
- tuning
- two-phase named entity recognition
- validation
- voting
Other assigned terms:
- 10-fold cross validation
- adjective
- annotated corpora
- annotated corpus
- approach
- cache
- case
- characters
- class distribution
- classification accuracy
- classification model
- classification problem
- classification task
- context features
- context words
- corpora
- data sparseness
- data sparseness problem
- dictionary
- distribution
- entity recognition task
- experimental results
- feature
- feature set
- feature sets
- feature vector
- functional word
- genia
- genia corpus
- identification accuracy
- identification task
- knowledge
- lexical features
- lexical information
- medline
- method
- named entities
- named entity
- natural language
- nlp tasks
- nouns
- ontology
- part-of-speech
- part-of-speech information
- part-of-speech tag
- part-of-speech tags
- penn treebank
- precision
- process
- ptb
- recognition accuracy
- recognition task
- semantic
- semantic class
- semantic classes
- sentence
- sentences
- set size
- sparseness problem
- suffix
- svms
- svms training
- symbols
- syntactic rule
- tag sequence
- tags
- target word
- terms
- test collection
- test data
- text
- training
- training corpora
- training corpus
- training data
- training samples
- training set
- training set size
- training time
- treebank
- unbalanced class distribution
- verb
- word
- words
