ACL RD-TEC 1.0 Summarization of P05-1014
Paper Title:
THE DISTRIBUTIONAL INCLUSION HYPOTHESES AND LEXICAL ENTAILMENT
THE DISTRIBUTIONAL INCLUSION HYPOTHESES AND LEXICAL ENTAILMENT
Authors: Maayan Geffet and Ido Dagan
Primarily assigned technology terms:
- algorithm
- automatic extraction
- boosting
- bootstrapping
- data analysis
- data extraction
- dependency parser
- distributional similarity method
- entailment acquisition
- feature weighting
- lexical entailment prediction
- matching
- minipar
- minipar dependency parser
- nlp
- parser
- parsing
- random selection
- ranking
- sampling
- search
- searching
- sense annotation
- similarity method
- syntactic parsing
- validation
- web sampling
- weighting
Other assigned terms:
- ambiguity
- annotation
- bag of words
- case
- co-occurrence
- co-occurrences
- concept
- corpus-based generation
- data set
- data sparseness
- data sparseness problem
- distribution
- distributional generality
- distributional similarity
- distributional similarity scheme
- empirical results
- entailment
- entailment criterion
- entailment judgment
- entailment relation
- feature
- feature focus
- feature sets
- feature vector
- feature vectors
- feature weights
- generation
- hypernym
- hyponyms
- hypotheses
- hypothesis
- kappa
- lexical entailment
- lexical entailment criterion
- lexical relations
- meaning
- measure
- measures
- method
- modifier
- mutual information
- nlp applications
- noise
- nouns
- pairs of words
- phrase
- polysemy
- precision
- prediction task
- prepositions
- procedure
- query
- relation
- relative feature focus
- representations
- reuters corpus
- semantic
- semantic meaning
- semantic similarity
- sentence
- sentences
- similarity measure
- similarity measures
- similarity metric
- similarity scores
- sparseness problem
- statistics
- syntactic feature
- syntactic features
- syntactic relation
- syntactic relations
- syntactic relationship
- technique
- term
- terms
- test set
- text
- vector space
- weighting scheme
- word
- word level
- word meaning
- word pair
- word sense
- word senses
- words