ACL RD-TEC 1.0 Summarization of P06-1072
Paper Title:
ANNEALING STRUCTURAL BIAS IN MULTILINGUAL WEIGHTED GRAMMAR INDUCTION
ANNEALING STRUCTURAL BIAS IN MULTILINGUAL WEIGHTED GRAMMAR INDUCTION
Authors: Noah A. Smith and Jason Eisner
Primarily assigned technology terms:
- algorithm
- automaton
- bootstrapping
- bootstrapping technique
- classification
- clustering
- computational linguistics
- computing
- contrastive estimation
- dependency grammar induction
- dependency parser
- dependency parsing
- dynamic programming
- em algorithm
- em training
- error analysis
- estimation method
- finitestate
- gaussian smoothing
- grammar induction
- hypothesizing
- induction
- inside-outside algorithm
- learner
- learning
- machine translation
- markov model
- model selection
- modeling
- numerical optimization
- optimization
- parameter estimate
- parameter estimation
- parameterization
- parser
- parsing
- regularization
- search
- search process
- segmentation
- smoothing
- supervised parsing
- unsupervised learning
- unsupervised parameter estimation
Other assigned terms:
- annotated corpus
- approach
- association for computational linguistics
- bias
- case
- convergence
- cubic time
- dependency grammar
- dependency length
- dependency link
- dependency model
- dependency tree
- dependency trees
- development set
- distribution
- entropy
- estimation
- fact
- feature
- generative model
- grammar
- hard constraint
- head automaton grammar
- head word
- hypotheses
- hypothesis
- hypothesis space
- knowledge
- lattices
- likelihood
- linguistics
- local maximum
- measure
- measures
- method
- model parameters
- n-grams
- ngram
- ngram model
- nouns
- oracle
- parse
- parse tree
- part-ofspeech
- partial parse
- phrase
- phrase structure
- posterior
- posterior distribution
- posterior probability
- precision
- probabilistic model
- probabilities
- probability
- probability model
- procedure
- process
- representations
- runtime
- seed
- segments
- semantic
- semantic relations
- sentence
- sentences
- structural bias
- structural locality
- subtree
- supervised model
- symbol
- syntax
- tags
- technique
- terms
- training
- training example
- tree
- tree model
- trees
- unigram
- unigram model
- verb
- word
- words
