ACL RD-TEC 1.0 Summarization of W02-2010
Paper Title:
NAMED ENTITY RECOGNITION AS A HOUSE OF CARDS: CLASSIFIER STACKING
NAMED ENTITY RECOGNITION AS A HOUSE OF CARDS: CLASSIFIER STACKING
Primarily assigned technology terms:
- algorithm
- boundary detection
- capitalization
- chunking
- classification
- classifier
- classifier stacking
- classifiers
- decision trees
- dynamic modeling
- english ner
- entity recognition
- error-driven machine learning
- forward-backward algorithm
- learning
- learning technique
- lemmatization
- machine learning
- maximum entropy
- modeling
- named entity recognition
- optimization
- pos tagger
- processing
- recognition
- scoring
- scoring method
- search
- tagger
- transformation-based learning
- viterbi
- viterbi algorithm
- word capitalization
Other assigned terms:
- annotation
- approach
- backoff
- capitalization information
- case
- chunk
- chunks
- contextual information
- data sets
- dictionary
- dutch
- entity recognition task
- entity type
- entropy
- error rate
- evaluation measure
- f-measure
- feature
- feature space
- implementation
- interpretation
- knowledge
- language models
- language resources
- local context
- measure
- method
- methodology
- misclassification error
- named entity
- predicates
- probabilities
- probability
- recognition task
- relation
- sentence
- sparse data
- tags
- target word
- technique
- training
- transformation
- trees
- web page
- winnows
- word
- words
