ACL RD-TEC 1.0 Summarization of P06-2016
Paper Title:
TECHNIQUES TO INCORPORATE THE BENEFITS OF A HIERARCHY IN A MODIFIED HIDDEN MARKOV MODEL
TECHNIQUES TO INCORPORATE THE BENEFITS OF A HIERARCHY IN A MODIFIED HIDDEN MARKOV MODEL
Primarily assigned technology terms:
- algorithm
- artificial intelligence
- bracketing
- chunking
- computational linguistics
- coupling
- cross validation
- entity recognition
- estimation method
- extraction method
- extractor
- final state
- grammar parser
- hidden markov
- hidden markov model
- hidden markov models
- hmms
- information extraction
- information extraction tasks
- language processing
- learning
- markov model
- modeling
- named entity recognition
- natural language processing
- parser
- parsing
- part-of-speech tagging
- partial flattening
- phrase extraction
- probability estimation
- processing
- recognition
- rule-based approach
- search
- search process
- segmentation
- stochastic process
- tagging
- term extractor
- text chunking
- text segmentation
- treebank training
- validation
- viterbi
- viterbi search
Other assigned terms:
- 10-fold cross validation
- approach
- association for computational linguistics
- bigram
- chunk
- chunk information
- chunks
- clusters
- data set
- english text
- estimation
- events
- experimental results
- f-measure
- grammar
- grammar rule
- grammar rules
- handwriting
- hierarchical model
- hierarchical structure
- intelligence
- interpretation
- knowledge
- language grammar
- language information
- language processing tasks
- leaf
- linguistic
- linguistic knowledge
- linguistics
- log-likelihood
- log-likelihood ratio
- markov models
- measure
- method
- model performance
- mutual information
- named entity
- natural language
- natural language processing tasks
- natural language text
- noun groups
- noun phrase
- parse
- parse tree
- part-of-speech
- part-of-speech tag
- part-of-speech tags
- penn treebank
- penn treebank ii
- phrase
- prediction accuracy
- prepositional phrase
- probabilities
- probability
- procedure
- process
- processing tasks
- processing time
- propositions
- segments
- semantic
- semantic roles
- sentence
- sentences
- structure of the sentence
- sub-tree
- symbol
- symbols
- syntactic structure
- syntactic tag
- syntax
- tags
- technique
- term
- terms
- testing set
- text
- text documents
- tokens
- training
- training corpus
- training data
- training set
- transformation
- transition matrix
- transition probabilities
- transition probability
- tree
- tree representation
- tree structure
- treebank
- treebank corpus
- trees
- user
- verb
- verb phrase
- word
- word information
- words
