ACL RD-TEC 1.0 Summarization of W02-0814
Paper Title:
EVALUATING THE RESULTS OF A MEMORY-BASED WORD-EXPERT APPROACH TO UNRESTRICTED WORD SENSE DISAMBIGUATION
EVALUATING THE RESULTS OF A MEMORY-BASED WORD-EXPERT APPROACH TO UNRESTRICTED WORD SENSE DISAMBIGUATION
Authors: Veronique Hoste and Walter Daelemans and Iris Hendrickx and Antal van den Bosch
Primarily assigned technology terms:
- algorithm
- automatic disambiguation
- boosting
- classification
- classifier
- classifiers
- computational linguistics
- cross-validation
- disambiguation
- learner
- learning
- learning algorithms
- learning approach
- lemmatization
- machine learning
- machine translation
- machine translation systems
- majority voting
- memory-based learning
- nlp
- nlp systems
- optimization
- optimization procedure
- part of speech tagging
- part-of-speech tagging
- pos-tagging
- predictor
- preprocessing
- scoring
- sense disambiguation
- sense disambiguation system
- speech tagging
- statistical methods
- tagger
- taggers
- tagging
- threshold voting
- tokenization
- translation systems
- validation
- voting
- voting scheme
- weighted voting
- word sense disambiguation
Other assigned terms:
- 10-fold cross-validation
- ambiguous words
- annotation
- annotators
- approach
- association for computational linguistics
- case
- classification accuracy
- contemporary english
- content words
- context words
- data set
- data sets
- dictionary
- disambiguation system
- distribution
- entropy
- estimation
- frequency distribution
- hamming distance
- information source
- information sources
- keyword
- ldoce
- lemma
- lemmata
- lexicon
- linguistics
- local context
- mapping
- meanings
- measure
- measures
- mechanisms
- method
- nouns
- parameter settings
- part of speech
- part-of-speech
- part-of-speech tagging task
- parts-of-speech
- polysemy
- pos information
- precision
- procedure
- process
- relation
- semcor
- semcor corpus
- sense distinctions
- sense inventory
- sentence
- sentences
- tagging task
- tags
- terms
- test corpus
- test data
- test material
- test set
- topics
- training
- training corpus
- training data
- training instance
- training material
- word
- word form
- word level
- word sense
- word senses
- word type
- wordnet
- wordnet class
- wordnet lexicon
- wordnet senses
- words
