ACL RD-TEC 1.0 Summarization of W97-1006
Paper Title:
METHOD FOR IMPROVING AUTOMATIC WORD CATEGORIZATION
METHOD FOR IMPROVING AUTOMATIC WORD CATEGORIZATION
Authors: Emin Erkan Korkmaz and Gokturk Ucoluk
Primarily assigned technology terms:
- algorithm
- automatic word categorization
- automatic word clustering
- categorization
- clustering
- computational linguistics
- computational natural language learning
- distance function
- fuzzy clustering
- fuzzy set
- genetic algorithm
- genetic algorithms
- greedy algorithm
- inference mechanism
- k-means
- knowledge bases
- language acquisition
- language learning
- language processing
- learning
- machine translation
- natural language learning
- natural language processing
- neural network
- nlp
- processing
- search
- statistical methods
- statistical natural language processing
- statistical nlp
- top-down approach
- weighting
- word categorization
- word clustering
Other assigned terms:
- adjective
- approach
- association for computational linguistics
- bigram
- case
- characters
- cluster
- clusters
- concept
- convergence
- corpora
- determiners
- distribution
- english corpus
- entropy
- grammar
- incremental approach
- joint probability
- knowledge
- language corpus
- language models
- large corpus
- lexicon
- linguist
- linguistic
- linguistic knowledge
- linguistics
- measure
- method
- mutual information
- n-gram
- n-gram model
- n-gram models
- natural language
- natural language application
- nouns
- phrase
- phrase structure
- prepositions
- probabilities
- probability
- procedure
- process
- relation
- run-time
- running time
- search space
- segments
- semantic
- semantic relation
- semantic relations
- sentence
- sentence level
- sentences
- similarity metrics
- statistic
- statistical knowledge
- statistical natural language
- statistics
- stochastic model
- sublanguage
- text
- theory
- training
- training data
- tree
- unigram
- verb
- word
- word pair
- words
