ACL RD-TEC 1.0 Summarization of N03-3004
Paper Title:
DISCRIMINATING AMONG WORD SENSES USING MCQUITTY'S SIMILARITY ANALYSIS
DISCRIMINATING AMONG WORD SENSES USING MCQUITTY'S SIMILARITY ANALYSIS
Primarily assigned technology terms:
- agglomerative clustering
- algorithm
- automatic evaluation
- bootstrapping
- classification
- classifier
- clustering
- clustering algorithm
- computational linguistics
- cutoff
- disambiguation
- em algorithm
- evaluation process
- feature identification
- fuzzy matching
- identification
- learning
- matching
- maximal matching
- mining
- preprocessing
- processing
- sense disambiguation
- sense discrimination
- supervised learning
- supervised word sense disambiguation
- text classification
- unsupervised approach
- unsupervised method
- word sense disambiguation
- word sense discrimination
- world wide web
Other assigned terms:
- annotator
- approach
- bigram
- binary feature
- case
- cluster
- clusters
- co-occurrence
- co-occurrence feature
- co-occurrences
- coefficient
- coherence
- concepts
- confusion matrix
- content words
- context vectors
- contextual features
- corpora
- cosine coefficient
- cosine measure
- dictionaries
- dictionary
- dictionary definitions
- distribution
- distributional similarity
- evaluation data
- evaluation method
- experimental results
- fact
- feature
- feature set
- feature sets
- feature vector
- feature vectors
- gold standard
- human annotator
- large corpora
- lexical features
- linguistics
- linguistics literature
- machine readable dictionaries
- mapping
- meaning
- meanings
- measure
- measures
- method
- methodology
- mutual information
- noise
- nouns
- pairs of words
- part of speech
- part of speech tags
- parts of speech
- pointwise mutual information
- precision
- process
- reordering
- semantic
- semantic coherence
- sentence
- sentences
- similarity matrix
- similarity measure
- stem
- tags
- target verb
- target word
- technique
- term
- test data
- text
- training
- training corpus
- training data
- training examples
- verb
- verb senses
- window size
- word
- word co-occurrence
- word sense
- word senses
- word sequences
- word vector
- words
