ACL RD-TEC 1.0 Summarization of P02-1002
Paper Title:
SEQUENTIAL CONDITIONAL GENERALIZED ITERATIVE SCALING
SEQUENTIAL CONDITIONAL GENERALIZED ITERATIVE SCALING
Primarily assigned technology terms:
- active learning
- algorithm
- boosting
- caching
- classification
- classifier
- classifiers
- clustering
- clustering technique
- coding
- conditional maximum entropy
- feature set selection
- generalized iterative scaling
- iterative scaling
- language modeling
- learning
- listing
- machine learning
- maxent
- maximum entropy
- measuring
- modeling
- nlp
- optimization
- parameter optimization
- random access
- smoothing
- smoothing technique
- word clustering
Other assigned terms:
- array
- case
- cluster
- clusters
- community
- conditional probabilities
- convergence
- data set
- data structure
- data structures
- disk
- distribution
- entropy
- entropy models
- error rate
- experimental results
- experimental setting
- fact
- feature
- feature set
- feature sets
- feature types
- gaussian prior
- implementation
- index
- knowledge
- language model
- language models
- maxent model
- maximum entropy models
- meaning
- measure
- method
- model parameters
- natural language
- nlp community
- noise
- normal distribution
- pairs of words
- part of speech
- part-of-speech
- part-of-speech tags
- perplexity
- prior probability
- probabilities
- probability
- standard deviation
- tags
- technique
- terms
- test corpus
- test data
- training
- training data
- training instance
- unigram
- user
- vocabulary
- vocabulary size
- word
- words
