ACL RD-TEC 1.0 Summarization of W06-1649
Paper Title:
PARTIALLY SUPERVISED SENSE DISAMBIGUATION BY LEARNING SENSE NUMBER FROM TAGGED AND UNTAGGED CORPORA
PARTIALLY SUPERVISED SENSE DISAMBIGUATION BY LEARNING SENSE NUMBER FROM TAGGED AND UNTAGGED CORPORA
Authors: Zheng-Yu Niu and Dong-Hong Ji and Chew Lim Tan
Primarily assigned technology terms:
- algorithm
- art classi cation
- automatic method
- classi cation
- classi er
- classication
- cluster number estimation
- cluster validation
- clustering
- clustering algorithm
- clustering analysis
- computational linguistics
- disambiguation
- disambiguation algorithm
- disambiguation problem
- grouping
- information technology
- k-means
- k-means clustering
- label propagation
- language processing
- learning
- learning procedure
- learning technique
- machine learning
- natural language processing
- nearest neighbors
- operating system
- order identication
- predictor
- processing
- propagation algorithm
- resampling
- sampling
- seed selection
- semi-supervised clustering
- semi-supervised sense disambiguation
- sense disambiguation
- sense disambiguation algorithm
- sense discrimination
- sense tagger
- splitting
- supervised classi cation
- supervised learning
- supervised learning technique
- supervised sense disambiguation
- supervised word sense disambiguation
- svm algorithm
- tagger
- taggers
- unsupervised learning
- validation
- word sense disambiguation
- word sense discrimination
Other assigned terms:
- ambiguous word
- array
- association for computational linguistics
- bias
- bilingual corpora
- cluster
- cluster number
- clusters
- community
- corpora
- cosine similarity
- data set
- discourse
- distance measure
- estimation
- euclidean distance
- evaluation function
- experimental results
- feature
- feature set
- index
- labeling
- linguistics
- meaning
- measure
- measures
- method
- monolingual corpora
- natural language
- noise
- occurrence frequency
- parallel corpora
- part-of-speech
- phrase
- probability
- probability transition matrix
- procedure
- process
- seed
- sense disambiguation problem
- sense inventory
- sense-tagged corpus
- sentences
- standard deviation
- syntactic relations
- tag set
- tagged corpora
- tagged corpus
- tags
- target word
- technique
- technology
- terms
- test data
- test set
- text
- topical context
- training
- training data
- training set
- transition matrix
- unlabeled examples
- untagged corpora
- untagged corpus
- word
- word sense
- word-net
- wordnet
- words
