ACL RD-TEC 1.0 Summarization of W06-2602
Paper Title:
CONSTRAINT SATISFACTION INFERENCE: NON-PROBABILISTIC GLOBAL INFERENCE FOR SEQUENCE LABELLING
CONSTRAINT SATISFACTION INFERENCE: NON-PROBABILISTIC GLOBAL INFERENCE FOR SEQUENCE LABELLING
Authors: Sander Canisius and Antal van den Bosch and Walter Daelemans
Primarily assigned technology terms:
- chunking
- classification
- classifier
- classifiers
- coding
- computer science
- conditional random fields
- constraint satisfaction inference
- data base
- database
- disambiguation
- english ner
- error reduction
- grapheme-to-phoneme conversion
- hidden markov
- hidden markov models
- inference framework
- inference process
- information extraction
- information extraction tasks
- instantiation
- integer linear programming
- k-nearest neighbor
- language processing
- learner
- learning
- learning approaches
- learning techniques
- linear programming
- machine learning
- machine learning approaches
- machine learning techniques
- machine-learning
- majority voting
- maximum-entropy
- memory-based classifier
- memory-based learner
- memory-based learning
- morphological analysis
- morphology
- named-entity recognition
- natural language processing
- natural-language processing
- nearest neighbors
- part-of-speech tagging
- probabilistic classification
- processing
- recognition
- sampling
- segmentation
- semantic annotation
- sequence labeling
- sequence processing
- spelling
- splitting
- syntactic chunking
- tagging
- terminology
- transcription
- viterbi
- voting
- weighted constraint satisfaction
- weighting
Other assigned terms:
- annotation
- approach
- benchmark
- break
- case
- chunk
- chunks
- class distribution
- compounding
- concept
- concepts
- confidence score
- constraint satisfaction
- constraint satisfaction problem
- correlation
- data set
- derivation
- disambiguation task
- distance metric
- distribution
- dutch
- evaluation set
- f-score
- fact
- feature
- feature weights
- finite set
- generalisation
- genia
- genia corpus
- inference approach
- inflection
- knowledge
- labeling
- lexical data base
- likelihood
- mapping
- mappings
- maps
- markov models
- medline
- method
- morphemes
- named entities
- named entity
- named-entity
- names
- natural language
- natural-language
- oracle
- part-of-speech
- part-of-speech tags
- penn treebank
- phoneme
- phonemes
- phrase
- probability
- probability distribution
- procedure
- process
- processing tasks
- relation
- reuters corpus
- semantic
- sentence
- sentences
- similarity metric
- syntax
- tags
- technique
- test set
- text
- tokens
- training
- training data
- training examples
- training set
- training time
- treebank
- trigram
- unigram
- word
- words
