ACL RD-TEC 1.0 Summarization of E06-1013
Paper Title:
GENERALIZED HEBBIAN ALGORITHM FOR INCREMENTAL SINGULAR VALUE DECOMPOSITION IN NATURAL LANGUAGE PROCESSING
GENERALIZED HEBBIAN ALGORITHM FOR INCREMENTAL SINGULAR VALUE DECOMPOSITION IN NATURAL LANGUAGE PROCESSING
Primarily assigned technology terms:
- algorithm
- approximation
- automatic language acquisition
- automatic natural language processing
- decomposition
- dimensionality reduction
- eigen decomposition
- factor analysis
- generalized hebbian algorithm
- handwriting recognition
- hebbian algorithm
- human language
- illustration
- indexing
- information retrieval
- language acquisition
- language modelling
- language processing
- language technology
- latent semantic analysis
- learning
- learning system
- learning technique
- matrix multiplication
- modelling
- natural language processing
- optimisation
- processing
- random indexing
- ranking
- reasoning
- recognition
- search
- semantic analysis
- singular value decomposition
- training process
- word bigram
- word space
Other assigned terms:
- alphabet
- approach
- bigram
- case
- convergence
- corpora
- corpus size
- correlation
- correlation matrix
- dimensionality
- document
- english language
- fact
- feature
- handwriting
- heuristic
- implementation
- incremental approach
- index
- language use
- large corpora
- latent semantic
- learning rate
- learning rule
- likelihood
- linguistic
- meaning
- measures
- method
- n-gram
- natural language
- noise
- non-symmetrical matrix
- overspecificity
- prepositions
- probability
- process
- projection
- pronouns
- run-time
- semantic
- semantic space
- sentence
- slot
- surface form
- technique
- technology
- terms
- text
- training
- training corpus
- training data
- training time
- transformation
- user
- vocabulary
- vowel
- word
- words
