ACL RD-TEC 1.0 Summarization of W03-1007
Paper Title:
MAXIMUM ENTROPY MODELS FOR FRAMENET CLASSIFICATION
MAXIMUM ENTROPY MODELS FOR FRAMENET CLASSIFICATION
Authors: Michael Fleischman and Namhee Kwon and Eduard Hovy
Primarily assigned technology terms:
- algorithm
- binary classification
- binary classifier
- classification
- classifier
- classifier training
- classifiers
- database
- em algorithm
- feature selection
- frame element classification
- frame element identification
- framenet classification
- heuristic method
- identification
- learning
- linear interpolation
- matching
- maximum entropy
- maximum entropy approach
- metagger
- modeling
- nlp
- normalization
- principled feature selection
- random selection
- regular expression
- role classification
- search
- semantic classification
- semantic tagging
- smoothing
- statistical approaches
- statistical methods
- tagging
- viterbi
- viterbi search
Other assigned terms:
- annotation
- approach
- backoff
- bias
- binary classification problem
- binary features
- british national corpus
- classification model
- classification problem
- classification task
- classification tasks
- conditional probabilities
- conditional probability
- confusion matrix
- data set
- data sets
- data sparsity
- development set
- distribution
- entropy
- entropy models
- f-score
- fact
- feature
- feature set
- feature sets
- feature vector
- feature vectors
- feature weights
- frame
- frame element
- frame semantics
- framenet
- framenet project
- function annotation
- governing category
- grammatical function
- head word
- heuristic
- hypothesis
- identification task
- interpolation
- knowledge
- lexical items
- log-linear model
- log-linear models
- maps
- maximum entropy models
- message
- method
- nlp tasks
- noun phrase
- nouns
- parse
- parse tree
- phrase
- phrase type
- precision
- predicates
- probabilities
- probability
- probability distributions
- probability tag sequence
- procedure
- representations
- semantic
- semantic categories
- semantic frame
- semantic information
- semantic role
- semantic roles
- sentence
- sentence level
- sentences
- set size
- standard deviation
- syntactic features
- syntactic head
- syntactic information
- syntactic parse
- syntactic parse tree
- syntactic pattern
- syntactic patterns
- syntactic phrase
- tag information
- tag sequence
- tags
- test data
- test set
- text
- training
- training data
- training set
- training set size
- tree
- trees
- uniform probability
- user
- word
- word features
- word sense
- yasmet me package
