ACL RD-TEC 1.0 Summarization of C04-1179
Paper Title:
FRAMENET-BASED SEMANTIC PARSING USING MAXIMUM ENTROPY MODELS
FRAMENET-BASED SEMANTIC PARSING USING MAXIMUM ENTROPY MODELS
Authors: Namhee Kwon and Michael Fleischman and Eduard Hovy
Primarily assigned technology terms:
- algorithm
- automatic segmentation
- classification
- classifier
- computational linguistics
- cross validation
- entropy classification
- fe identification
- frame element classification
- frame element identification
- heuristic method
- identification
- matching
- maximum entropy
- metagger
- normalization
- optimization
- parser
- parsing
- pruning
- re-ranker
- re-ranking
- regular expression
- role classification
- search
- searching
- segmentation
- segmentation method
- semantic analysis
- semantic parsing
- semantic role tagging
- sentence interpretation
- sentence segmentation
- tagging
- validation
- viterbi
- viterbi search
Other assigned terms:
- approach
- class information
- classification performance
- classification problem
- conceptual structures
- conditional probabilities
- convergence
- data set
- development set
- distribution
- entropy
- entropy models
- f-score
- feature
- feature set
- feature sets
- feature vector
- feature weights
- frame
- frame element
- frame semantics
- framenet
- framenet project
- governing category
- grammatical function
- head word
- heuristic
- hypotheses
- interpretation
- labeling
- lexical item
- linguistics
- log-linear models
- maps
- maximum entropy models
- method
- noun phrase
- nouns
- ontology
- parse
- parse tree
- parsing accuracy
- part of speech
- phrase
- phrase type
- precision
- predicates
- prepositional phrase
- probabilistic models
- probabilities
- probability
- process
- proper noun
- re-ranking performance
- role labeling
- segments
- semantic
- semantic features
- semantic role
- semantic roles
- sentence
- sentence level
- sentences
- speech tag
- standard deviation
- surface form
- syntactic features
- syntactic head
- syntactic parse
- syntactic parse tree
- syntactic pattern
- syntactic patterns
- syntactic phrase
- tag sequence
- target word
- test set
- training
- tree
- user
- word
- words
- yasmet me package
