ACL RD-TEC 1.0 Summarization of P02-1065
Paper Title:
MEMORY-BASED LEARNING OF MORPHOLOGY WITH STOCHASTIC TRANSDUCERS
MEMORY-BASED LEARNING OF MORPHOLOGY WITH STOCHASTIC TRANSDUCERS
Primarily assigned technology terms:
- algorithm
- baum-welch algorithm
- classification
- classifier
- conditional likelihood
- cross validation
- database
- distance function
- dynamicprogramming
- em algorithm
- estimation algorithm
- expectation-maximization
- finite-state transducers
- fisher kernel
- forward-backward training
- hidden markov
- hidden markov models
- hmms
- inner product
- kernel
- kernels
- learner
- learning
- learning approach
- learning technique
- logic programming
- maximum entropy
- memory-based learning
- modelling
- morphological process
- morphological processing
- morphology
- network learning
- neural network
- nlp
- normalization
- parameter estimation
- phonetic transcription
- processing
- rating
- sampling
- scoring
- sfst
- smoothing
- supervised learning
- support vector machine
- symbolic learning
- tagger
- tagging
- training algorithm
- transcription
- transducer
- transducers
- transduction
- tuning
- unsupervised learning
- validation
Other assigned terms:
- 10-fold cross validation
- alphabet
- approach
- case
- cognitive
- conditional distribution
- conditional model
- conditional probability
- convergence
- data set
- data sets
- data sparsity
- dictionary
- distribution
- edit distance
- entropy
- estimation
- evaluations
- events
- feature
- feature sets
- feature space
- generative model
- generative models
- grammars
- inflected form
- inflected forms
- input string
- interpretation
- joint probability
- joint probability distribution
- kernel function
- knowledge
- lemma
- lexical database
- lexical item
- likelihood
- linguistics
- local maximum
- logic
- markov models
- measure
- method
- methodology
- model size
- modern standard arabic
- natural language
- nouns
- opinions
- parametric model
- phoneme
- probabilities
- probability
- probability distribution
- process
- representations
- similarity measure
- standard arabic
- standard deviation
- statistics
- stem
- stems
- suffix
- suffixes
- support vector
- symbol
- symbols
- tagging model
- technique
- tense form
- term
- terms
- test data
- theorem
- token frequency
- training
- training data
- training set
- transcriptions
- transformation
- verb
- vowel
- word
- words
