ACL RD-TEC 1.0 Summarization of W93-0103
Paper Title:
LEXICAL CONCEPT ACQUISITION FROM COLLOCATION MAP
LEXICAL CONCEPT ACQUISITION FROM COLLOCATION MAP
Authors: Youn S. Han and Young Kyoon Han and Ken-Sun Choi
Primarily assigned technology terms:
- algorithm
- ambiguity resolution
- annealing algorithm
- approximation
- artificial neural networks
- automatic concept acquisition
- automatic indexing
- automatic thesaurus construction
- batch learning
- categorization
- classification
- computing
- concept acquisition
- concept acquisition framework
- direct association
- disambiguation
- document classification
- encoding
- gibbs sampling
- identification
- indexing
- knowledge representation
- language processing
- learning
- measuring
- metropolis algorithm
- natural language processing
- network representation
- neural networks
- pattern classification
- probabilistic inference
- processing
- sampling
- sense disambiguation
- simulated annealing
- text processing
- thesaurus construction
Other assigned terms:
- ambiguity
- approach
- binary relations
- case
- collocation
- computational overhead
- concept
- concepts
- conceptual representation
- conceptual structure
- conditional probabilities
- conditional probability
- convergence
- dictionary
- distribution
- document
- fact
- formalism
- homonym
- implementation
- index
- information measure
- interpretation
- joint distribution
- joint probability
- knowledge
- korean text
- language usage
- lexical knowledge
- lexical meaning
- lexical relations
- log-likelihood
- meaning
- measure
- method
- mutual information
- names
- natural language
- nouns
- penn tree bank
- pp attachment
- probabilistic framework
- probabilistic model
- probabilities
- probability
- probability distribution
- process
- relation
- sigmoid function
- subsumption
- subsumption relation
- text
- textbook
- theories
- thesaurus
- topics
- tree
- tree bank
- window size
- word
- word corpus
- words
