ACL RD-TEC 1.0 Summarization of W06-3814
Paper Title:
EVALUATING AND OPTIMIZING THE PARAMETERS OF AN UNSUPERVISED GRAPH-BASED WSD ALGORITHM
EVALUATING AND OPTIMIZING THE PARAMETERS OF AN UNSUPERVISED GRAPH-BASED WSD ALGORITHM
Authors: Eneko Agirre and David Martínez and Oier López de Lacalle and Aitor Soroa
Primarily assigned technology terms:
- algorithm
- classifier
- clustering
- clustering algorithm
- clustering method
- computational linguistics
- dependency parsing
- disambiguation
- evaluation framework
- information retrieval
- iterative algorithm
- knn
- knowledge bases
- mapping method
- one-to-one mapping
- optimization
- parameter tuning
- parsing
- search
- sense disambiguation
- spanning tree
- summarization
- supervised system
- tagging
- tuning
- unsupervised algorithm
- unsupervised wsd
- vector space model
- weighting
- word sense disambiguation
- wsd algorithm
Other assigned terms:
- approach
- association for computational linguistics
- benchmark
- citation
- cluster
- clusters
- coefficient
- context features
- corpora
- data sets
- entailment
- entropy
- fact
- gold standard
- hand-tagged corpora
- heterogeneous information
- heuristic
- implementation
- knowledge
- lexicon
- linguistics
- mapping
- meaning
- measure
- measures
- method
- natural language
- nouns
- pagerank
- pairs of words
- paragraph
- paragraphs
- parameter settings
- parameter space
- parameter spaces
- precision
- probability
- relative frequency
- semcor
- sense information
- sentences
- standard benchmark
- standard deviation
- syntactic features
- system development
- tagged corpora
- tags
- target word
- term
- terms
- test corpora
- test corpus
- test set
- text
- text corpus
- textual entailment
- theories
- theory
- training
- training corpora
- training corpus
- training data
- tree
- vector space
- vertex
- web page
- word
- word meaning
- word sense
- wordnet
- wordnet senses
- words
