ACL RD-TEC 1.0 Summarization of C04-1107
Paper Title:
PROBABILISTIC SENTENCE REDUCTION USING SUPPORT VECTOR MACHINES
PROBABILISTIC SENTENCE REDUCTION USING SUPPORT VECTOR MACHINES
Authors: Minh Le Nguyen and Akira Shimazu and Susumu Horiguchi and Bao Tu Ho and Masuru Fukushi
Primarily assigned technology terms:
- algorithm
- binary classiflcation
- classiflcation
- classifler
- corpus-based decision
- coupling
- database
- decision tree
- decision tree approach
- decision tree learning
- decision trees
- deterministic sentence reduction
- k-bfs search
- kernel
- learning
- learning approach
- learning methods
- learning techniques
- machine learning
- machine learning techniques
- pairwise coupling
- polynomial kernel
- probabilistic sentence reduction
- quadratic programming
- ranking
- ranking method
- scoring
- search
- search algorithm
- sentence reduction
- sentence reduction problem
- statistical learning
- statistical learning theory
- summarization
- support vector machine
- support vector machines
- svm learning
- svm-d
- text summarization
- tree learning
- vector machine learning
- voting
Other assigned terms:
- adjective
- approach
- case
- comlex
- conditional probabilities
- conditional probability
- decision tree model
- derivation
- distribution
- document
- english language
- evaluation method
- experimental results
- feature
- feature space
- feature vector
- genre
- grammar
- head noun
- head word
- heuristic
- hypotheses
- implementation
- kernel function
- knowledge
- learning rule
- main verb
- maps
- method
- named entities
- noun phrase
- parallel corpus
- phrase
- posterior
- preposition
- prepositional phrase
- probabilistic model
- probabilities
- probability
- procedure
- process
- root node
- search procedure
- segments
- semantic
- semantic features
- semantic information
- semantic types
- sentence
- sentences
- standard deviation
- statistics
- sub-tree
- subtree
- support vector
- svm model
- svms
- symbol
- syntactic constituents
- syntactic trees
- syntax
- syntax tree
- tags
- technique
- term
- termination condition
- terms
- test corpus
- text
- theory
- training
- training corpus
- training data
- training example
- training examples
- training time
- tree
- tree model
- trees
- verb
- verb phrase
- word
- word order
- words
