ACL RD-TEC 1.0 Summarization of E06-1018
Paper Title:
WORD SENSE INDUCTION: TRIPLET-BASED CLUSTERING AND AUTOMATIC EVALUATION
WORD SENSE INDUCTION: TRIPLET-BASED CLUSTERING AND AUTOMATIC EVALUATION
Primarily assigned technology terms:
- algorithm
- automatic evaluation
- automatic parameter optimization
- classification
- clustering
- clustering algorithm
- clustering method
- disambiguation
- genetic algorithm
- genetic algorithms
- genetic programming
- graph-based clustering
- induction
- induction algorithm
- information retrieval
- instantiation
- local clustering
- optimization
- parameter optimization
- part-of-speech tagging
- post-processing
- pseudoword-based evaluation
- retrieving
- sense disambiguation
- sense induction
- tagging
- two-step clustering
- unsupervised evaluation
- word sense disambiguation
- word sense induction
- wsd algorithm
Other assigned terms:
- adjective
- ambiguity
- approach
- automatic optimization
- binomial distribution
- british national corpus
- case
- cluster
- clusters
- co-occurrence
- co-occurrences
- collocation
- concept
- concepts
- corpora
- corpus size
- data sparseness
- data sparseness problem
- distribution
- evaluation measures
- evaluation method
- evaluations
- fact
- feature
- gold standard
- hypothesis
- interpretation
- key words
- log-likelihood
- log-likelihood measure
- meaning
- meanings
- measure
- measures
- method
- noise
- nouns
- overlap measure
- parameter settings
- part-of-speech
- polysemy
- precision
- predicate-argument
- process
- representations
- retrieval precision
- sense distinctions
- sentence
- sentences
- similarity measure
- similarity measures
- size of the corpus
- sparseness problem
- target word
- terms
- verb
- verb senses
- window size
- word
- word classes
- word form
- word sense
- word senses
- word-net
- wordnet
- words
