ACL RD-TEC 1.0 Summarization of P06-1101
Paper Title:
SEMANTIC TAXONOMY INDUCTION FROM HETEROGENOUS EVIDENCE
SEMANTIC TAXONOMY INDUCTION FROM HETEROGENOUS EVIDENCE
Authors: Rion Snow and Daniel Jurafsky and Andrew Y. Ng
Primarily assigned technology terms:
- algorithm
- best-first search
- classification
- classifier
- classifiers
- collapsing
- computational linguistics
- computing
- disambiguation
- entity recognition
- error reduction
- hyponym acquisition
- induction
- information extraction
- learning
- lexical acquisition
- logistic regression
- minipar
- named entity recognition
- parsing
- preprocessing
- question answering
- recognition
- regression
- search
- search algorithm
- sense disambiguation
- sense-disambiguation
- shortest path
- taxonomy induction
- word sense disambiguation
Other assigned terms:
- advanced question answering
- ambiguity
- analogy
- annotation
- approach
- association for computational linguistics
- case
- cluster
- cluster centroid
- cluster similarity
- clusters
- coarse-grained evaluation
- conditional probability
- corpora
- cosine similarity
- dependency path
- dependency tree
- dependency trees
- derivation
- disambiguation precision
- distributional similarity
- encyclopedia
- encyclopedia text
- entailment
- entity recognition task
- evaluation methodology
- evaluation task
- f-score
- fact
- feature
- feature vector
- feature vectors
- human judgments
- hypernym
- hypernymy
- hyponym
- hyponyms
- implementation
- independence assumption
- inferences
- inheritance
- intelligence
- joint probability
- knowledge
- labeling
- large corpus
- lexical ambiguity
- lexical resources
- linguistics
- mapping
- meanings
- measure
- methodology
- multiple inheritance
- named entities
- named entity
- noun hypernym hierarchy
- nouns
- oracle
- pairs of words
- polysemy
- posterior
- posterior probability
- precision
- prior probability
- probabilistic framework
- probabilistic model
- probabilities
- probability
- recognition task
- relation
- relative error reduction
- semantic
- semantic taxonomy
- sentences
- similarity score
- structural information
- synonyms
- synset
- synsets
- taxonomy
- technology
- term
- terms
- test set
- text
- training
- training examples
- training set
- transitivity
- tree
- trees
- verb
- word
- word pair
- word sense
- word senses
- wordnet
- wordnet class
- wordnet synsets
- words
