ACL RD-TEC 1.0 Summarization of W04-0817
Paper Title:
SEMANTIC ROLE LABELLING WITH SIMILARITY-BASED GENERALIZATION USING EM-BASED CLUSTERING
SEMANTIC ROLE LABELLING WITH SIMILARITY-BASED GENERALIZATION USING EM-BASED CLUSTERING
Authors: Ulrike Baldewein and Katrin Erk and Sebastian Padó and Detlef Prescher
Primarily assigned technology terms:
- algorithm
- argument identification
- classification
- classifier
- classifiers
- clustering
- computational linguistics
- database
- em-based clustering
- entropy learning
- expectation-maximisation
- feature weighting
- identification
- learner
- learning
- linking
- machine learning
- maxent
- maximum entropy
- maximum entropy learner
- memory-based learner
- memory-based learning
- parser
- parsing
- reporting
- role assignment
- role labelling
- scoring
- semantic analysis
- semantic clustering
- semantic role assignment
- semantic role labeling
- semantic role labelling
- weighting
Other assigned terms:
- argumentation
- association for computational linguistics
- case
- cluster
- clustering model
- clusters
- confidence score
- development set
- distribution
- entropy
- estimation
- f-score
- feature
- feature vector
- frame
- frame element
- framenet
- generalisation
- gold standard
- grammar
- implementation
- information sources
- inheritance
- labeling
- lemma
- linguistics
- log-linear model
- measure
- measures
- noisy input
- parameter values
- parse
- parse tree
- phrase
- phrase type
- precision
- preposition
- prepositional phrases
- prepositions
- probability
- probability distribution
- procedure
- process
- projection
- propbank
- relation
- role labeling
- scoring scheme
- semantic
- semantic features
- semantic information
- semantic role
- semantic roles
- semantic similarity
- sentence
- sentence level
- similarity measure
- similarity measures
- similarity metric
- sparse data
- sparse data problem
- syntactic properties
- target word
- test set
- text
- training
- training corpus
- training data
- training examples
- training instance
- training set
- tree
- tree node
- trees
- verb
- weighting scheme
- word
