ACL RD-TEC 1.0 Summarization of P06-2102
Paper Title:
UNSUPERVISED INDUCTION OF MODERN STANDARD ARABIC VERB CLASSES USING SYNTACTIC FRAMES AND LSA
UNSUPERVISED INDUCTION OF MODERN STANDARD ARABIC VERB CLASSES USING SYNTACTIC FRAMES AND LSA
Authors: Neal Snider and Mona Diab
Primarily assigned technology terms:
- algorithm
- analyzer
- approximation
- classification
- clustering
- clustering algorithm
- computational linguistics
- computing
- data preparation
- decomposition
- error analysis
- exhaustive classification
- feature extraction
- feature selection
- fuzzy clustering
- hard clustering
- illustration
- induction
- latent semantic analysis
- listing
- morphological analysis
- morphology
- parser
- segmentation
- semantic analysis
- semantic classification
- singular value decomposition
- soft clustering
- soft clustering algorithm
- statistical analysis
- statistical parser
- unsupervised induction
- verb clustering
Other assigned terms:
- affixes
- animacy
- animacy hierarchy
- annotation
- annotators
- approach
- arabic treebank
- argument structure
- association for computational linguistics
- cluster
- cluster membership granularity
- cluster number
- clusters
- co-occurrence
- coefficient
- concept
- concepts
- constituent order
- corpora
- correlation
- data set
- data sets
- discourse
- distance measure
- distribution
- distributional similarity
- english translations
- english verb
- english verb classes
- english verbs
- error metric
- euclidean distance
- evaluation metric
- event structure
- events
- f-score
- fact
- feature
- frame
- function annotation
- function word
- gold standard
- homonymy
- hypothesis
- index
- information structure
- latent semantic
- lemma
- levin verb index
- lexical semantic
- lexical semantics
- linguistic
- linguistic phenomena
- linguistics
- manual annotation
- meaning
- meanings
- measure
- measures
- modern standard arabic
- names
- noise
- noun phrases
- nouns
- object alternation
- parameter settings
- phrase
- polysemy
- precision
- preposition
- prepositional phrases
- prepositions
- probabilistic framework
- probability
- probability distribution
- pronoun
- pronouns
- proper name
- proper names
- qualitative analysis
- sbar
- semantic
- semantic class
- semantic information
- semantic vector
- semitic languages
- sentence
- sentential complements
- similarity metric
- standard arabic
- syntactic behavior
- syntactic frame
- technique
- terms
- text
- tokens
- translations
- treebank
- verb
- verb classes
- verb frame
- verb number
- verb phrase
- vowel
- word
- word co-occurrence
- word similarity
- wordnet
- words
