ACL RD-TEC 1.0 Summarization of W06-1617
Paper Title:
SEMANTIC ROLE LABELING OF NOMBANK: A MAXIMUM ENTROPY APPROACH
SEMANTIC ROLE LABELING OF NOMBANK: A MAXIMUM ENTROPY APPROACH
Authors: Zheng Ping Jiang and Hwee Tou Ng
Primarily assigned technology terms:
- algorithm
- argument classification
- argument identification
- automatic semantic role labeling
- binary classifier
- chi-square test
- classification
- classifier
- classifiers
- computational linguistics
- entropy classification
- feature selection
- feature selection algorithm
- feature selection process
- greedy feature selection
- identification
- information extraction
- language processing
- log-probability maximization
- maxent
- maximization algorithm
- maximum entropy
- maximum entropy approach
- me modeling
- model training
- model training and testing
- modeling
- morphology
- natural language processing
- nlp
- nombank srl
- nominalization
- normalization
- parser
- parsing
- preprocessing
- processing
- propbank srl
- pruning
- question answering
- re-ranking
- selection algorithm
- selection process
- selection strategy
- semantic role labeling
- srl system
- syntactic parsing
- tree log-probability maximization
Other assigned terms:
- adjunct
- agreement rate
- annotation
- approach
- argument structure
- argument structures
- association for computational linguistics
- backoff
- chinese treebank
- classification accuracy
- classification model
- classification problem
- community
- composition
- conditional probability
- dictionary
- entropy
- experimental results
- feature
- feature set
- frame
- framenet
- generation
- grammatical structure
- head word
- healthcare
- identification model
- implementation
- inter-annotator agreement
- kappa
- kappa statistic
- knowledge
- labeling
- leaf
- lexical resources
- lexicon
- likelihood
- linguistics
- mapping
- mappings
- maps
- maxent model
- measures
- natural language
- nlp tasks
- noise
- nomlex
- normalization factor
- noun phrase
- noun phrases
- nouns
- parse
- parse tree
- penn chinese treebank
- penn treebank
- penn treebank ii
- phrase
- predicate-argument
- predicate-argument structure
- predicate-argument structures
- predicates
- probability
- process
- propbank
- ptb
- role labeling
- semantic
- semantic role
- sentence
- statistic
- statistics
- style
- syntactic parse
- syntactic parse tree
- terms
- test data
- training
- training and test data
- training data
- training example
- tree
- tree node
- treebank
- treebank annotation
- treebank ii corpus
- trees
- verb
- word
- wordnet
