ACL RD-TEC 1.0 Summarization of P06-2098
Paper Title:
EXACT DECODING FOR JOINTLY LABELING AND CHUNKING SEQUENCES
EXACT DECODING FOR JOINTLY LABELING AND CHUNKING SEQUENCES
Authors: Nobuyuki Shimizu and Andrew Haas
Primarily assigned technology terms:
- algorithm
- approximate inference
- approximation
- cfg parsing
- chunker
- chunking
- cky algorithm
- collapsing
- computational linguistics
- conditional random fields
- crfs
- decoder
- decoding
- dependency parsing
- dynamic programming
- exact inference
- factoring
- feature representation
- hmms
- inference algorithm
- inside-outside algorithm
- language processing
- learning
- learning algorithm
- learning algorithms
- learning method
- learning methods
- lexicalization
- modeling
- natural language processing
- noun phrase chunking
- np chunker
- online learning
- online learning algorithm
- optimization
- optimization method
- parsers
- parsing
- perceptron
- phrase chunking
- pos tagger
- preprocessing
- processing
- quasi-newton optimization
- relation extraction
- scoring
- scoring function
- sequence labeling
- shallow parsing
- significance testing
- statistical significance testing
- tagger
- taggers
- viterbi
- viterbi algorithm
- viterbi decoder
- voted perceptron
Other assigned terms:
- approach
- array
- association for computational linguistics
- base noun
- base noun phrase
- binary feature
- case
- chunk
- chunk tag
- chunking model
- chunks
- context free grammars
- cpu time
- empirical results
- feature
- feature set
- feature vector
- gazetteer
- grammars
- head noun
- implementation
- index
- intention
- labeling
- lexical feature
- linguistics
- measure
- measures
- method
- names
- natural language
- noun chunk
- noun phrase
- nouns
- parse
- parse tree
- part of speech
- part of speech tags
- part-ofspeech
- phrase
- pos tag
- probabilities
- relation
- run-time
- sentence
- sentences
- statistical significance
- symbol
- tags
- terms
- test set
- time complexity
- tokens
- training
- training instance
- training samples
- training set
- tree
- trees
- verb
- weight vector
- word
- words
