ACL RD-TEC 1.0 Summarization of W00-0706
Paper Title:
A COMPARISON BETWEEN SUPERVISED LEARNING ALGORITHMS FOR WORD SENSE DISAMBIGUATION
A COMPARISON BETWEEN SUPERVISED LEARNING ALGORITHMS FOR WORD SENSE DISAMBIGUATION
Authors: Gerard Escudero and Lluis Marquez and German Rigau
Primarily assigned technology terms:
- adaboost
- algorithm
- bayesian learning
- boosting
- classification
- classifier
- classifiers
- context-sensitive spelling
- context-sensitive spelling correction
- decision trees
- disambiguation
- exemplar-based classifier
- exemplar-based learning
- induction
- k-nn
- knowledge acquisition
- language learning
- language understanding
- lazyboosting
- learning
- learning algorithm
- learning algorithms
- learning methods
- learning process
- linear threshold
- m l algorithms
- measuring
- memory-based learning
- multi-label classification
- naive bayes
- nearest neighbors
- neural network
- neural networks
- nlp
- parsing
- pos tagging
- pp-attachment disambiguation
- pruning
- rule induction
- sense disambiguation
- smoothing
- smoothing technique
- spelling
- spelling correction
- statistical learning
- supervised learning
- supervised word sense disambiguation
- taggers
- tagging
- training process
- tuning
- weak classifier
- weight updating
- winnow learning
- word sense disambiguation
Other assigned terms:
- ambiguity
- ambiguous words
- annotated corpora
- annotation
- annotators
- approach
- brown corpus
- case
- chance agreement
- classification problem
- comparative study
- conditional probability
- corpora
- cross-corpus application
- discourse
- distribution
- english corpus
- evaluation measures
- feature
- feature space
- hamming distance
- human annotators
- hypotheses
- hypothesis
- implementation
- inter-annotator agreement
- kappa
- kappa value
- knowledge
- local context
- log-likelihood
- log-likelihood measure
- meaning
- measure
- measures
- nouns
- part-of-speech
- part-of-speech tag
- portability
- pp-attachment
- probabilities
- probability
- process
- relation
- semantic
- sentence
- sentences
- snow architecture
- statistics
- style
- symbol
- technique
- terms
- test set
- text
- topical context
- training
- training corpus
- training data
- training examples
- training set
- trees
- understanding
- word
- word sense
- words
