ACL RD-TEC 1.0 Summarization of W97-0121
Paper Title:
COLLOCATION LATTICES AND MAXIMUM ENTROPY MODELS
COLLOCATION LATTICES AND MAXIMUM ENTROPY MODELS
Primarily assigned technology terms:
- abstracting
- algorithm
- atomic feature selection
- automatic document abstracting
- bayesian classifier
- boundary disambiguation
- capitalization
- classification
- classifier
- computing
- conditional maximum entropy
- constraint feature induction
- constraint removal
- constraint removing
- constraint solving
- cross-validation
- decomposition
- disambiguation
- disarnbiguation
- distributed computation
- document abstracting
- document retrieval
- entropy modelling
- feature combination
- feature induction
- feature ranking
- feature selection
- feature selection algorithm
- feature selection process
- generalized iterative scaling
- hidden markov
- hidden markov model
- induction
- induction algorithm
- iterative scaling
- lagrange multiplier
- language engineering
- language modelling
- linear interpolation
- linear model regression
- markov model
- maximum entropy
- maximum entropy approach
- maximum entropy framework
- maximum entropy model
- model building
- model induction
- modelling
- nlp
- normalization
- parameter estimation
- parsing
- part-of-speech tagging
- processing
- processor
- ranking
- regression
- search
- selection algorithm
- selection process
- sentence boundary disambiguation
- sentence extraction
- spelling
- statistical language modelling
- supervised training
- tagging
- text processing
- weighting
- word capitalization
Other assigned terms:
- abbreviation
- abbreviations
- adjective
- approach
- back-off model
- bigram
- bigram model
- brown corpus
- case
- co-occurrence
- collocate
- collocation
- community
- conditional model
- conditional probabilities
- corpora
- determiner
- distribution
- document
- entropy
- entropy models
- estimation
- events
- exponential distribution
- fact
- feature
- feature set
- feature space
- frequency counts
- frequency distribution
- interpolation
- interpretation
- joint distribution
- joint probability
- knowledge
- kullback-leibler divergence
- lattice
- lattices
- lexical features
- lexicon
- likelihood
- linear model
- log-likelihood
- maps
- maximum entropy models
- maximum entropy principle
- meaning
- method
- model fit
- names
- nlp community
- parallel corpora
- part-of-speech
- parts-of-speech
- penn treebank
- precision
- probabilities
- probability
- probability distribution
- probability distributions
- procedure
- process
- processing tasks
- proper names
- proper noun
- punctuation
- queries
- relation
- sentence
- sentence boundary
- sentence position
- sentences
- suffix
- terms
- test data
- test set
- text
- theory
- training
- training data
- training phase
- training samples
- treebank
- trigram
- trigram model
- uniform distribution
- uniform probability
- vector space
- verb
- vowel
- word
- words
- wsj corpus
