ACL RD-TEC 1.0 Summarization of P05-2004
Paper Title:
JOINTLY LABELING MULTIPLE SEQUENCES: A FACTORIAL HMM APPROACH
JOINTLY LABELING MULTIPLE SEQUENCES: A FACTORIAL HMM APPROACH
Primarily assigned technology terms:
- algorithm
- analyzer
- approximate inference
- automatic construction
- backoff smoothing
- capitalization
- chunker
- chunking
- classification
- conditional random fields
- decision trees
- decomposition
- discriminative training
- downstream processing
- exact inference
- expectation-maximization
- factorial hmm
- gibbs sampling
- graphical model
- hidden markov
- hidden markov model
- hidden markov models
- hmm tagger
- hmms
- information extraction
- information sharing
- iterative process
- language modeling
- language processing
- learning
- likelihood estimation
- markov model
- maximum entropy
- maximum likelihood
- maximum likelihood estimation
- modeling
- natural language processing
- nlp
- noun phrase chunking
- np chunker
- np chunking
- parameter estimation
- part-of-speech tagging
- phrase chunking
- pos tagger
- pos tagging
- processing
- rule-based approach
- sampling
- search
- segmentation
- sequence labeling
- smoothing
- smoothing techniques
- speech processing
- statistical learning
- statistical modeling
- support vector machines
- tagger
- taggers
- tagging
- transformation-based learning
- viterbi
- viterbi algorithm
- viterbi search
Other assigned terms:
- adjective
- adverb
- approach
- backoff
- bigram
- case
- chunk
- chunks
- conditional model
- data sparsity
- distribution
- entropy
- estimation
- experimental results
- fact
- factored language model
- feature
- generation
- generative model
- generative models
- hypothesis
- joint probability
- knowledge
- labeling
- language model
- language processing tasks
- likelihood
- linguistic
- linguistic knowledge
- mapping
- mappings
- markov models
- measure
- message
- method
- n-best list
- natural language
- natural language processing tasks
- noun phrase
- nouns
- oracle
- out-of-vocabulary rate
- part-of-speech
- penn treebank
- phrase
- phrase boundary
- predictive power
- probabilistic model
- probabilities
- probability
- process
- processing tasks
- sentence
- sentences
- statistical models
- support vector
- tag model
- tag sequence
- tags
- terms
- test set
- tokens
- toolkit
- training
- training data
- training dataset
- training set
- transformation
- transformation rule
- transition probabilities
- treebank
- trees
- trigram
- unigram
- verb
- verb phrase
- vocabulary
- wall street journal corpus
- word
- word features
- word model
- word sequence
- words
