ACL RD-TEC 1.0 Summarization of P05-1049
Paper Title:
WORD SENSE DISAMBIGUATION USING LABEL PROPAGATION BASED SEMI-SUPERVISED LEARNING
WORD SENSE DISAMBIGUATION USING LABEL PROPAGATION BASED SEMI-SUPERVISED LEARNING
Authors: Zheng-Yu Niu and Dong-Hong Ji and Chew Lim Tan
Primarily assigned technology terms:
- algorithm
- automatic prediction
- bilingual bootstrapping
- bootstrapping
- bootstrapping algorithm
- bootstrapping method
- bootstrapping procedure
- bootstrapping process
- classification
- classifier
- clustering
- clustering technique
- computing
- cross-validation
- disambiguation
- feature clustering
- feature selection
- isomap
- knn
- label propagation
- learning
- learning algorithm
- learning algorithms
- learning method
- learning methods
- learning procedure
- learning process
- model selection
- monolingual bootstrapping
- monolingual bootstrapping algorithm
- naive bayes
- nearest neighbors
- nlp
- normalization
- propagation algorithm
- sampling
- semi-supervised learning
- sense clustering
- sense disambiguation
- spanning tree
- splitting
- supervised learning
- supervised learning algorithm
- supervised sense disambiguation
- supervised word sense disambiguation
- unsupervised feature selection
- unsupervised learning
- visualization
- word sense disambiguation
Other assigned terms:
- ambiguous word
- benchmark
- benchmark corpora
- bias
- bilingual lexicon
- class probability
- cluster
- clusters
- contextual information
- convergence
- corpora
- cosine similarity
- data sparseness
- data structure
- dimensionality
- discourse
- distance matrix
- distance measure
- distance metric
- entropy
- estimation
- euclidean distance
- evaluation data
- experimental results
- feature
- feature set
- feature vectors
- heuristics
- index
- interpretation
- labeling
- lexicon
- measure
- measures
- method
- nlp tasks
- noise
- occurrence frequency
- parallel corpora
- part-of-speech
- performance comparison
- probability
- probability transition matrix
- procedure
- process
- sense inventory
- senseval-3 training set
- set size
- symbols
- syntactic relations
- tag set
- tags
- technique
- termination condition
- terms
- test data
- test set
- topical context
- training
- training data
- training examples
- training set
- transition matrix
- tree
- unlabeled examples
- vertex
- word
- word sense
- word senses
- wordnet
- words
