ACL RD-TEC 1.0 Summarization of W04-2610
Paper Title:
SUPPORT VECTOR MACHINES APPLIED TO THE CLASSIFICATION OF SEMANTIC RELATIONS IN NOMINALIZED NOUN PHRASES
SUPPORT VECTOR MACHINES APPLIED TO THE CLASSIFICATION OF SEMANTIC RELATIONS IN NOMINALIZED NOUN PHRASES
Authors: Roxana Girju and Ana-Maria Giuglea and Marian Olteanu and Ovidiu Fortu and Orest Bolohan and Dan Moldovan
Primarily assigned technology terms:
- algorithm
- automatic classification
- automatic prediction
- binary classifier
- classification
- classifier
- classifiers
- corpus analysis
- decision trees
- disambiguation
- editing
- encoding
- identification
- information extraction
- inner product
- kernel
- kernels
- knowledge bases
- language processing
- learning
- learning algorithm
- learning algorithms
- learning methods
- machine learning
- machine learning methods
- naive bayes
- natural language processing
- nlp
- nominalization
- parser
- parsers
- processing
- question answering
- reading
- recognition
- relation detection
- semantic classification
- semantic scattering
- sense disambiguation
- speech recognition
- statistical techniques
- subcategorization
- summarization
- support vector machine
- support vector machines
- svm algorithm
- text classification
- text understanding
- vector machine learning
- voting
- voting scheme
- word sense disambiguation
- wsd algorithm
Other assigned terms:
- adjective
- adjective phrase
- annotated corpora
- annotated corpus
- annotation
- annotators
- approach
- binary feature
- case
- classification problem
- classification task
- classification tasks
- clause structure
- cluster
- coefficient
- comlex
- computational lexicon
- computational semantics
- content words
- contextual feature
- contextual features
- corpora
- correlation
- dictionary
- distribution
- euroword-net
- f-measure
- feature
- feature space
- feature value
- feature vector
- feature vectors
- frame
- framenet
- grammatical role
- head noun
- implementation
- inter-annotator agreement
- interpretation
- k value
- kappa
- kernel function
- knowledge
- labeling
- large corpus
- learning model
- lexical entries
- lexical item
- lexical semantics
- lexicon
- linguistic
- linguistic pattern
- main verb
- mapping
- maps
- meaning
- measure
- method
- modifier
- names
- natural language
- nlp applications
- nominals
- nomlex
- noun category
- noun phrase
- noun phrases
- nouns
- paraphrase
- passive voice
- phrase
- phrase level
- precision
- predicate-argument
- predicate-argument structure
- preposition
- prepositional phrases
- prepositions
- probability
- procedure
- prop-bank
- recognition task
- relation
- relative clause
- selectional restrictions
- semantic
- semantic class
- semantic classes
- semantic content
- semantic frame
- semantic knowledge
- semantic relation
- semantic relations
- semantic relationship
- semantic role
- semantic roles
- sentence
- sentences
- similarity measure
- statistics
- subcategorization frames
- subclass
- subordinate clause
- subordinate clauses
- suffix
- support vector
- synsets
- syntactic constructions
- syntactic information
- syntactic level
- taxonomy
- term
- testing data
- testing set
- text
- thematic roles
- training
- training and testing data
- training examples
- transitive verbs
- trees
- understanding
- verb
- verb class
- verb classes
- verb frame
- verb lexicon
- verb senses
- word
- word formation
- word sense
- wordnet
- wordnet hierarchy
- wordnet senses
- words
