ACL RD-TEC 1.0 Summarization of P94-1025
Paper Title:
PART-OF-SPEECH TAGGING USING A VARIABLE MEMORY MARKOV MODEL
PART-OF-SPEECH TAGGING USING A VARIABLE MEMORY MARKOV MODEL
Primarily assigned technology terms:
- algorithm
- approximation
- automaton
- classification
- coding
- decoding
- em algorithm
- estimator
- finite state
- finite state machines
- language modeling
- language processing
- learning
- learning algorithm
- likelihood estimation
- likelihood estimator
- linguistic analysis
- markov model
- maximum likelihood
- maximum likelihood estimation
- maximum likelihood estimator
- modeling
- optimization
- part-of-speech tagging
- pattern recognition
- pos tagging
- probability estimation
- probability function
- processing
- pruning
- recognition
- rule-based approach
- smoothing
- suffix tree
- tagger
- tagging
- tagging algorithm
- tagging system
- training procedure
- viterbi
- viterbi algorithm
- vmm learning
Other assigned terms:
- adjective
- adverb
- alphabet
- ambiguous words
- approach
- automata
- brown corpus
- case
- concepts
- conditional probabilities
- connectionist
- convergence
- correlation
- correlations
- derivation
- determiners
- dirichlet distribution
- distribution
- empty string
- english text
- entropy
- error rate
- estimation
- fact
- finite alphabet
- foreign word
- good-turing estimation
- heuristic
- independence assumption
- information theory
- joint probability
- kl divergence
- knowledge
- labeling
- language processing tasks
- leaf
- lexical information
- lexicon
- likelihood
- linguistic
- markov models
- measure
- measures
- method
- minimum description length
- natural language
- natural language text
- nouns
- optimization criterion
- part of speech
- part-of-speech
- parts of speech
- past participle
- pos tag
- preposition
- prepositional phrases
- prior probability
- probabilities
- probability
- probability distribution
- procedure
- process
- processing tasks
- pronouns
- relative frequency
- sentence
- sentences
- sparse data
- statistics
- stochastic model
- suffix
- suffixes
- symbol
- symbols
- syntactic categories
- syntactic constructions
- syntactic context
- syntactic information
- tag sequence
- tagged corpus
- tagging scheme
- tags
- technique
- tense form
- terms
- test set
- text
- theorem
- theory
- tokens
- topology
- training
- training corpus
- training data
- training set
- training text
- transition probabilities
- tree
- untagged text
- verb
- word
- words
