ACL RD-TEC 1.0 Summarization of W06-3209
Paper Title:
LEARNING PROBABILISTIC PARADIGMS FOR MORPHOLOGY IN A LATENT CLASS MODEL
LEARNING PROBABILISTIC PARADIGMS FOR MORPHOLOGY IN A LATENT CLASS MODEL
Primarily assigned technology terms:
- algorithm
- analyzer
- approximation
- automaton
- bootstrap
- bootstrapping
- categorization
- classification
- clustering
- computational morphology
- dimensionality reduction
- disambiguation
- em training
- encoding
- factorization
- finite-state transducers
- instantiation
- latent dirichlet allocation
- learner
- learning
- learning algorithm
- matching
- matrix factorization
- modeling
- morphological analysis
- morphological analyzer
- morphology
- morphology learning
- natural language system
- preprocessing
- ranking
- recursive wrapper
- rulelearning
- spelling
- training procedure
- transducers
- unsupervised algorithm
- unsupervised learning
Other assigned terms:
- adjective
- allomorphy
- ambiguity
- approach
- binary tree
- case
- co-occurrence
- compact representation
- computational model
- concept
- conditional independence
- conditional probabilities
- corpora
- data sets
- data structure
- data structures
- datr
- derivational morphology
- dimensionality
- dirichlet allocation
- dirichlet distribution
- distribution
- distributional information
- distributional similarity
- document
- english text
- english verbs
- entropy
- foreign words
- generation
- gold standard
- grammar
- grammars
- heuristics
- inheritance
- joint distribution
- knowledge
- language usage
- latent class
- lemma
- lexemes
- lexical ambiguity
- linguistic
- linguistic adequacy
- linguistics
- local maxima
- mapping
- mapping rules
- mappings
- measures
- method
- morphological grammar
- morphological information
- morphological structure
- natural language
- nouns
- part of speech
- penn treebank
- pos category
- pos information
- probabilistic model
- probabilities
- probability
- probability distribution
- probability distributions
- procedure
- process
- recursion
- representations
- rewrite rules
- root node
- sparse data
- statistics
- stem
- stems
- subtrees
- suffix
- suffixes
- surface form
- symbols
- tags
- technology
- term
- terms
- text
- theory
- tokens
- topics
- training
- tree
- tree structure
- treebank
- user
- verb
- verb forms
- vocabulary
- vowel
- word
- word form
- word sense
- word structure
- word types
- words
- wrapper
