ACL RD-TEC 1.0 Summarization of H05-1094
Paper Title:
COMPOSITION OF CONDITIONAL RANDOM FIELDS FOR TRANSFER LEARNING
COMPOSITION OF CONDITIONAL RANDOM FIELDS FOR TRANSFER LEARNING
Authors: Charles Sutton and Andrew McCallum
Primarily assigned technology terms:
- automatic content extraction
- belief propagation
- cascaded training
- chunking
- classification
- classifier
- computational linguistics
- computing
- conditional random fields
- crf training
- crfs
- cross validation
- decoding
- dynamic programming
- entity recognition
- entity recognizer
- entity tagger
- error reduction
- exact inference
- finite state
- finite state machines
- finite-state transducers
- graphical model
- hmms
- human language
- human language technology
- joint decoding
- joint training
- jointtesting\/cascaded-training
- language processing
- language technology
- learning
- learning methods
- loopy belief propagation
- meta-learning
- named entity tagger
- named-entity recognition
- natural language processing
- nlp
- noun-phrase chunking
- parser
- parsing
- part-of-speech tagging
- processing
- recognition
- recognizer
- relation extraction
- sequential classification
- sequential learning
- statistical parser
- statistical parsing
- tagger
- tagging
- training method
- training procedure
- transducer
- transducers
- transfer learning
- validation
- viterbi
- weighted finite-state transducers
Other assigned terms:
- 10-fold cross validation
- ace task
- annotation
- approach
- association for computational linguistics
- broadcast news
- case
- community
- composition
- conditional model
- data set
- data sets
- distribution
- document
- domain-specific information
- entity recognition task
- entity types
- fact
- feature
- feature sets
- finite-state structure
- gaussian prior
- generative model
- grid
- index
- input text
- jointly-trained single statistical parsing model
- labeling
- language processing tasks
- lattice
- lexicon
- likelihood
- linguistics
- method
- named entities
- named entity
- named-entity
- names
- natural language
- nlp tasks
- opinions
- parse
- parsing model
- part-of-speech
- part-of-speech tags
- particle
- penn treebank
- person names
- phonemes
- pos tag
- precision
- probability
- procedure
- processing tasks
- proper names
- recognition task
- regular expressions
- relation
- set size
- signal
- speech signal
- statistical parsing model
- syntactic parse
- tags
- technology
- term
- terms
- text
- tokens
- training
- training data
- training set
- training set size
- training time
- treebank
- trees
- viterbi path
- word
- words
