ACL RD-TEC 1.0 Summarization of W00-0709
Paper Title:
OVERFITTING AVOIDANCE FOR STOCHASTIC MODELING OF ATTRIBUTE-VALUE GRAMMARS
OVERFITTING AVOIDANCE FOR STOCHASTIC MODELING OF ATTRIBUTE-VALUE GRAMMARS
Authors: Tony Mullen and Miles Osborne
Primarily assigned technology terms:
Other assigned terms:
- approach
- bayesian model
- case
- disjunction
- distribution
- empirical results
- entropy
- entropy models
- events
- fact
- feature
- feature set
- feature types
- gaussian prior
- gold standard
- grammar
- grammars
- grammatical information
- information sources
- lexical information
- lexical items
- linear combination
- linguistic
- linguistic phenomena
- maximum entropy models
- method
- methodology
- model performance
- noise
- parse
- penn treebank
- penn treebank corpus
- pos information
- pos tag
- precision
- prepositions
- probabilities
- probability
- procedure
- process
- schema
- sentence
- sentence structure
- sentences
- sparse data
- statistical information
- statistical model
- style
- subtrees
- tags
- technique
- term
- terms
- tokens
- training
- training data
- training material
- tree
- tree structure
- treebank
- treebank corpus
- treebank parse
- trees
- uniform distribution
