ACL RD-TEC 1.0 Summarization of P03-1043
Paper Title:
A BOOTSTRAPPING APPROACH TO NAMED ENTITY CLASSIFICATION USING SUCCESSIVE LEARNERS
A BOOTSTRAPPING APPROACH TO NAMED ENTITY CLASSIFICATION USING SUCCESSIVE LEARNERS
Authors: Cheng Niu and Wei Li and Jihong Ding and Rohini Srihari
Primarily assigned technology terms:
- algorithm
- blind testing
- bootstrapping
- bootstrapping algorithm
- bootstrapping approach
- bootstrapping method
- bootstrapping procedure
- classification
- clustering
- dependency parsing
- disambiguation
- english parser
- entity classification
- hidden markov
- hidden markov model
- hmm tagger
- indexing
- iterative learning
- learner
- learning
- lexicon acquisition
- likelihood estimation
- markov model
- maximum likelihood
- maximum likelihood estimation
- measuring
- named entity classification
- ne bootstrapping
- ne classification
- ne system
- ne tagger
- ne tagging
- parser
- parsing
- parsing-based word clustering
- performance enhancement
- rule learning
- sense disambiguation
- shallow parser
- smoothing
- supervised learning
- tagger
- taggers
- tagging
- telecommunication
- training process
- unsupervised learning
- witten-bell smoothing
- word clustering
- word sense disambiguation
Other assigned terms:
- acquisition task
- adjective
- annotated corpus
- approach
- benchmark
- bias
- case
- chunk
- chunks
- classification scheme
- coefficient
- concept
- concepts
- conditional probability
- data set
- dependency relations
- discourse
- domain knowledge
- estimation
- f-measure
- fact
- feature
- feature set
- head noun
- heuristic
- heuristics
- indexing scheme
- instance count
- joint probability
- knowledge
- large corpus
- large training
- lexicon
- likelihood
- linguistic
- method
- modifier
- named entity
- names
- ne corpus
- noise
- nouns
- organization names
- parsed corpus
- part-of-speech
- pattern similarity
- perplexity
- person names
- person ne
- precision
- probability
- procedure
- process
- pronouns
- proper name
- proper names
- punctuation
- relation
- seed
- semantic
- semantic lexicon
- sentence
- substitutability
- synsets
- system architecture
- system design
- tag sequence
- tagging task
- tags
- testing corpus
- text
- text corpus
- training
- training corpus
- user
- verb
- vocabulary
- word
- word sense
- wordnet
- words
