ACL RD-TEC 1.0 Summarization of P99-1014
Paper Title:
INDUCING A SEMANTICALLY ANNOTATED LEXICON VIA EM-BASED CLUSTERING
INDUCING A SEMANTICALLY ANNOTATED LEXICON VIA EM-BASED CLUSTERING
Authors: Mats Rooth Stefan and Riezler Detlef Prescher
Primarily assigned technology terms:
- algorithm
- automatic induction
- case linking
- class labeling
- classification
- clustering
- clustering algorithm
- computational linguistics
- computational morphology
- data estimation
- disambiguation
- dynamic programming
- em algorithm
- em-based clustering
- indexing
- induction
- induction algorithm
- induction process
- learning
- lexicon induction
- likelihood estimation
- linguistic classification
- linking
- maximum likelihood
- maximum likelihood estimation
- modeling
- morphology
- parser
- parsing
- probabilistic clustering
- pseudo-disambiguation
- pseudodisambiguation
- re-estimation
- sampling
- slot labeling
- smoothing
- statistical estimation
- statistical inference
- statistical parser
- subcategorization
- training algorithm
Other assigned terms:
- ambiguity
- approach
- british national corpus
- case
- cluster
- clustering model
- clusters
- computational models
- concepts
- conjunct
- context-free grammar
- convergence
- corpora
- derivation
- distribution
- empirical justification
- entailment
- estimation
- events
- fact
- frame
- grammar
- grammatical relation
- grammatical relations
- heuristic
- implementation
- index
- interpretation
- intransitive verb
- joint distribution
- joint probability
- labeling
- language models
- language use
- large corpora
- latent class
- latent semantic
- lexical entries
- lexical entry
- lexical items
- lexical meaning
- lexical semantics
- lexicon
- likelihood
- linguistic
- linguistic motivation
- linguistic theories
- linguistics
- log-likelihood
- maps
- meaning
- method
- morpheme
- names
- natural language
- natural languages
- nouns
- parameter values
- probabilistic grammar
- probabilistic model
- probabilities
- probability
- probability distribution
- probability distributions
- probability model
- procedure
- process
- proper names
- random sample
- relation
- representations
- scope ambiguity
- selectional restrictions
- semantic
- semantic classes
- semantic information
- semantic relation
- semantic relations
- semantic representations
- slot
- subcategorization frames
- subordinate clauses
- suffix
- symbols
- syntactic position
- taxonomy
- technique
- terms
- test corpus
- text
- theories
- theory
- tokens
- training
- training corpus
- training data
- transitive verb
- transitive verbs
- tree
- unannotated corpora
- unannotated corpus
- understanding
- verb
- verb classes
- word
- word corpus
- word order
- words
