ACL RD-TEC 1.0 Summarization of W04-3223

Paper Title:
INCREMENTAL FEATURE SELECTION AND L1 REGULARIZATION FOR RELAXED MAXIMUM-ENTROPY MODELING

Authors: Stefan Riezler and Alexander Vasserman

Primarily assigned technology terms:

Other assigned terms:

  • ambiguity
  • ambiguity rate
  • annotation
  • approach
  • backoff
  • case
  • computational complexity
  • constraint satisfaction
  • convergence
  • data set
  • dependency relations
  • distribution
  • entropy
  • estimation
  • experimental results
  • exponential distribution
  • f-score
  • f-structures
  • fact
  • feature
  • feature design
  • feature selection criterion
  • feature set
  • feature sets
  • feature space
  • forest
  • gaussian prior
  • grammar
  • interpretation
  • likelihood
  • linguistic
  • linguistic features
  • log-likelihood
  • log-linear model
  • log-linear models
  • method
  • model parameters
  • natural language
  • norm
  • optimization criterion
  • parameter space
  • parameter values
  • parse
  • prior distribution
  • probabilities
  • procedure
  • proposition
  • relation
  • runtime
  • sentences
  • standard deviation
  • technique
  • term
  • terms
  • test data
  • test set
  • training
  • training data
  • training examples
  • training set
  • treebank
  • uniform distribution
  • wsj treebank

Extracted Section Types:


This page last edited on 10 May 2017.

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