ACL RD-TEC 1.0 Summarization of W00-1304
Paper Title:
COAXING CONFIDENCES FROM AN OLD FREIND: PROBABILISTIC CLASSIFICATIONS FROM TRANSFORMATION RULE LISTS
COAXING CONFIDENCES FROM AN OLD FREIND: PROBABILISTIC CLASSIFICATIONS FROM TRANSFORMATION RULE LISTS
Authors: Radu Florian and John C. Henderson and Grace Ngai
Primarily assigned technology terms:
- active learning
- active learning algorithm
- adaboost
- algorithm
- boosting
- brill tagger
- chunking
- class assignment
- classification
- classifier
- classifiers
- computing
- conversational system
- decision tree
- decision tree induction
- decision trees
- decision-making
- estimator
- full parsing
- illustration
- induction
- induction algorithm
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- machine learning
- machine learning algorithm
- machine learning algorithms
- measuring
- modeling
- natural language processing
- optimization
- parsing
- part-of-speech tagging
- phrase chunking
- probabilistic classifier
- probability estimation
- processing
- pruning
- recognition
- recognition systems
- rule-based machine
- search
- smoothing
- smoothing technique
- smoothing techniques
- speech processing
- speech recognition
- speech recognition systems
- splitting
- syntactic parsing
- tagger
- tagging
- text chunking
- transformation-based learning
- tree induction
- tree induction algorithm
- voting
Other assigned terms:
- annotated corpora
- annotation
- annotation effort
- annotators
- approach
- case
- chunk
- chunk tag
- chunk type
- class distribution
- class probability
- classification accuracy
- confidence scores
- corpora
- correlation
- cross entropy
- dictionaries
- distribution
- document
- entropy
- estimation
- evaluation function
- evaluation measures
- evaluation set
- events
- experimental results
- f-measure
- feature
- gold standard
- human annotators
- hypothesis
- index
- information gain
- interpolation
- knowledge
- labeling
- leaf
- learning paradigm
- lexicon
- linguistic
- linguistic information
- mapping
- meaning
- measure
- measures
- method
- natural language
- normal distribution
- ordered list
- parameter space
- parse
- parse tree
- part-of-speech
- part-of-speech tag
- part-of-speech tags
- penn treebank
- perplexity
- phrase
- precision
- predicates
- probabilistic models
- probabilities
- probability
- probability distribution
- probability distributions
- probability estimates
- procedure
- process
- redundant information
- sentence
- sentences
- statistics
- tag perplexity
- tagging task
- tags
- target word
- technique
- terms
- test set
- text
- tokens
- training
- training data
- training phase
- training set
- transformation
- transformation rule
- tree
- treebank
- trees
- true probability distribution
- vocabulary
- web pages
- word
- word types
- words
