ACL RD-TEC 1.0 Summarization of E06-2017
Paper Title:
COMPUTING TERM TRANSLATION PROBABILITIES WITH GENERALIZED LATENT SEMANTIC ANALYSIS
COMPUTING TERM TRANSLATION PROBABILITIES WITH GENERALIZED LATENT SEMANTIC ANALYSIS
Authors: Irina Matveeva and Gina-Anne Levow
Primarily assigned technology terms:
- classification
- classifier
- computing
- decomposition
- dimensionality reduction
- document classification
- document representation
- document summarization
- information retrieval
- information retrieval task
- information retrieval tasks
- k-nn
- language modelling
- laplace smoothing
- latent semantic analysis
- locality preserving projections
- matching
- matrix decomposition
- maximum likelihood
- modelling
- passage retrieval
- question answering
- semantic analysis
- singular value decomposition
- smoothing
- summarization
- term translation
- term-based document representation
- weighting
Other assigned terms:
- approach
- case
- classification performance
- classification task
- clusters
- co-occurrence
- co-occurrence statistics
- concepts
- conditional word
- cosine similarity
- cosine similarity measure
- data set
- dimensionality
- distribution
- document
- document collection
- document similarity
- document vectors
- estimation
- general vocabulary
- index
- latent semantic
- likelihood
- likelihood ratio
- markov chain
- meaning
- measure
- measures
- method
- modelling approach
- mutual information
- named entities
- names
- nouns
- passage
- polysemy
- probabilities
- probability
- probability distribution
- proper names
- query
- query term
- retrieval task
- semantic
- semantic classes
- semantic information
- semantic relations
- semantic similarity
- similarity matrix
- similarity measure
- similarity measures
- similarity score
- similarity scores
- statistics
- synonyms
- synonymy
- term
- term co-occurrence
- term frequency
- term similarity
- terms
- training
- training document
- training documents
- training set
- translation probabilities
- translation probability
- translations
- vocabulary
- word
- words
