ACL RD-TEC 1.0 Summarization of W06-1656
Paper Title:
BOOSTING UNSUPERVISED RELATION EXTRACTION BY USING NER
BOOSTING UNSUPERVISED RELATION EXTRACTION BY USING NER
Authors: Ronen Feldman and Benjamin Rosenfeld
Primarily assigned technology terms:
- algorithm
- alignment algorithm
- binary classifier
- boosting
- bootstrap
- bootstrapping
- candidate extraction
- classification
- classifier
- clustering
- clustering technique
- computational linguistics
- confidence estimation
- crawler
- entity recognition
- entity recognition system
- extraction system
- extraction systems
- extractor
- induction
- knowitall
- knowledge engineering
- language processing
- learner
- learning
- learning approach
- machine learning
- machine learning approach
- matching
- mutual bootstrapping
- named entity recognition
- natural language processing
- optimal string alignment
- parser
- pattern learning
- processing
- random selection
- recognition
- recognition system
- regression
- relation extraction
- relation learning
- rule induction
- rule representation
- scoring
- search
- search engine
- seeds generation
- shallow parser
- string alignment
- string match
- unsupervised extraction
- unsupervised relation extraction
- unsupervised relation learning
- web search
- web search engine
Other assigned terms:
- approach
- association for computational linguistics
- binary feature
- binary features
- binary relations
- candidate extraction pattern
- classification component
- classification model
- classification performance
- classification scheme
- cluster
- confidence score
- document
- document collections
- entity type
- entity types
- estimation
- evaluations
- extraction patterns
- feature
- feature vector
- generation
- index
- keyword
- knowledge
- labeling
- linguistics
- mapping
- meaning
- mechanisms
- method
- named entity
- names
- natural language
- noun phrase
- noun phrases
- nouns
- oracle
- phrase
- positive and negative examples
- precision
- predicates
- probability
- probability value
- process
- query
- regression model
- relation
- schema
- seed
- sentence
- sentences
- slot
- statistics
- substring
- technique
- terms
- text
- tokens
- training
- training data
- unlabeled text
- user
- web corpus
- word
- wordnet
- words
