ACL RD-TEC 1.0 Summarization of W04-3214
Paper Title:
THE INFLUENCE OF ARGUMENT STRUCTURE ON SEMANTIC ROLE ASSIGNMENT
THE INFLUENCE OF ARGUMENT STRUCTURE ON SEMANTIC ROLE ASSIGNMENT
Authors: Sebastian Padó and Gemma Boleda
Primarily assigned technology terms:
- algorithm
- argument identification
- argument recognition
- automatic role assignment
- classification
- classifiers
- clustering
- clustering algorithm
- computational linguistics
- cross validation
- data preparation
- distance function
- error analysis
- feature weighting
- identification
- k-means
- learner
- learning
- linking
- maxent
- maximum entropy
- maximum entropy learner
- memory-based learner
- memory-based learning
- modelling
- parser
- parsing
- processing
- rating
- recognition
- role assignment
- semantic annotation
- semantic role assignment
- semantic role labeling
- splitting
- statistical modelling
- tagging
- validation
- weighting
Other assigned terms:
- 10-fold cross validation
- annotated corpus
- annotation
- approach
- argument structure
- argument structure uniformity
- argument structures
- case
- cluster
- cluster centroid
- clusters
- coefficient
- concept
- concepts
- correlation
- correlation coefficient
- correlations
- cosine similarity
- data set
- data sparseness
- data sparseness problem
- dimensionality
- distribution
- entropy
- evaluation measures
- evaluations
- exact match
- f-score
- feature
- frame
- frame element
- frame semantics
- frame uniformity
- framenet
- generalisation
- gold standard
- heuristic
- hypothesis
- implementation
- knowledge
- labeling
- lemma
- lemmata
- lexical resource
- linguistic
- linguistics
- mapping
- maxent model
- measure
- measures
- method
- methodology
- modifier
- noise
- normal distribution
- nouns
- ontology
- parse
- parse tree
- parsing model
- part of speech
- phrase
- phrase type
- predicates
- preposition
- prepositions
- priori
- probability
- procedure
- projection
- propbank
- representations
- role labeling
- semantic
- semantic role
- semantic roles
- sentence
- sentence level
- sentences
- similarity function
- similarity metric
- similarity metrics
- sparseness problem
- standard deviation
- statistical approach
- statistical model
- statistical models
- subcategorisation
- subcategorisation frame
- syntactic construction
- syntactic function
- syntactic functions
- syntax
- syntax-semantics interface
- terms
- test data
- theoretical linguistics
- training
- training and test data
- training data
- training examples
- tree
- uniformity measure
- vector space
- verb
- verb classes
