ACL RD-TEC 1.0 Summarization of W96-0213
Paper Title:
A MAXIMUM ENTROPY MODEL FOR PART-OF-SPEECH TAGGING
A MAXIMUM ENTROPY MODEL FOR PART-OF-SPEECH TAGGING
Primarily assigned technology terms:
- algorithm
- approximation
- beam search
- cutoff
- decision tree
- estimation algorithm
- feature representation
- iterative scaling
- language modeling
- learner
- linguistic modelling
- machine translation
- markov model
- maxent
- maximum entropy
- maximum entropy model
- maximum likelihood
- modeling
- modelling
- morphology
- normalization
- parameter estimation
- parsing
- parsing system
- part-of-speech tagging
- pos tagger
- pos tagging
- predictor
- search
- search algorithm
- smoothing
- spelling
- statistical decision tree
- tagger
- taggers
- tagging
- training procedure
Other assigned terms:
- adverb
- annotation
- annotator
- approach
- baseline model
- beam
- beam size
- bias
- case
- conditional probability
- contextual information
- convergence
- corpora
- development set
- dictionary
- dictionary entry
- distribution
- entropy
- estimation
- feature
- feature set
- formalism
- generation
- heuristic
- hypotheses
- hypothesis
- implementation
- information sources
- joint probability
- large corpora
- large corpus
- likelihood
- linguistic
- markov models
- maxent model
- model parameter
- model parameters
- natural language
- noise
- noun phrases
- parse
- part-of-speech
- part-of-speech tags
- penn treebank
- penn treebank project
- phrase
- phrase attachment
- pos information
- pos tag
- preposition
- prepositional phrase
- prepositional phrase attachment
- probabilistic framework
- probabilities
- probability
- probability distribution
- probability distributions
- probability model
- probability tag sequence
- procedure
- process
- running time
- search procedure
- sentence
- set size
- statistical model
- statistics
- suffix
- tag sequence
- tag set
- tagged text
- tagging accuracy
- tags
- technique
- test corpus
- test data
- test set
- text
- training
- training data
- training set
- training set size
- transformation
- tree
- treebank
- treebank project
- trees
- vocabulary
- wall street journal corpus
- word
- word classes
- word features
- word morphology
- word sequence
- words