ACL RD-TEC 1.0 Summarization of P01-1049
Paper Title:
BUILDING SEMANTIC PERCEPTRON NET FOR TOPIC SPOTTING
BUILDING SEMANTIC PERCEPTRON NET FOR TOPIC SPOTTING
Authors: Jimin Liu and Tat-Seng Chua
Primarily assigned technology terms:
- algorithm
- automatic extraction
- binary classifier
- categorization
- classification
- classifier
- decision tree
- disambiguation
- environment protection
- grammatical analysis
- grouping
- illustration
- image understanding
- inductive rule learning
- information extraction
- information processing
- information retrieval
- knn
- knowledge representation
- knowledge representation technique
- language processing
- language processing technology
- learning
- linguistic analysis
- linguistic techniques
- modeling
- natural language processing
- neighbor classification
- neural network
- on-line learning
- perceptron
- processing
- processing technology
- regression
- representation technique
- rule learning
- semantic acquisition
- sense disambiguation
- support vector machine
- text categorization
- text processing
- topic spotting
- training process
- tuning
- word sense disambiguation
- word-sense disambiguation
Other assigned terms:
- approach
- bias
- case
- cluster
- co-occurrence
- co-occurrence statistics
- concept
- concepts
- conceptual representation
- conditional probability
- connectionist
- context similarity
- context vector
- context words
- correlation
- correlations
- data set
- discourse
- document
- document set
- document sets
- exact meaning
- fact
- feature
- feature set
- feature value
- feature vector
- frame
- hierarchical model
- hierarchical structure
- human cognition
- implementation
- in-depth understanding
- key words
- keyword
- knowledge
- lexical chain
- lexical information
- lexical relations
- lexical semantic
- linguistic
- local context
- meaning
- meanings
- measures
- method
- natural language
- passage
- polysemy
- positive and negative examples
- precision
- probabilistic model
- probability
- process
- processing tasks
- queries
- regression model
- relation
- rule set
- semantic
- semantic network
- semantic networks
- semantic node
- semantic relationship
- slot
- statistics
- support vector
- synonyms
- synonymy
- synset
- technique
- technology
- term
- terms
- test set
- text
- text corpus
- text documents
- text passage
- thesaurus
- topics
- training
- training document
- training documents
- training examples
- training phase
- training samples
- training set
- tree
- understanding
- word
- word sense
- wordnet
- words
