ACL RD-TEC 1.0 Summarization of W06-3107
Paper Title:
SEARCHING FOR ALIGNMENTS IN SMT. A NOVEL APPROACH BASED ON AN ESTIMATION OF DISTRIBUTION ALGORITHM
SEARCHING FOR ALIGNMENTS IN SMT. A NOVEL APPROACH BASED ON AN ESTIMATION OF DISTRIBUTION ALGORITHM
Authors: Luis Rodríguez and Ismael García-Varea and Jose A. Gámez
Primarily assigned technology terms:
- algorithm
- approximation
- combinatorial optimization
- computing
- decoding
- decomposition
- factorization
- genetic algorithms
- giza
- hidden markov
- hidden markov models
- hill-climbing
- learning
- machine translation
- measuring
- optimization
- parameter learning
- recognition
- sampling
- scoring
- search
- search algorithm
- search process
- searching
- speech recognition
- statistical alignment
- statistical machine translation
- statistical translation
- structural learning
- symmetrization
- training process
- translation process
- viterbi
- viterbi alignment
- word alignment
- word-alignment
Other assigned terms:
- alignment error rate
- alignment models
- alignment problem
- approach
- case
- concept
- corpora
- decision rule
- distribution
- english sentence
- error rate
- estimation
- evaluation function
- evaluation task
- experimental results
- f-measure
- fact
- french
- hindi
- hypotheses
- hypothesis
- ibm model
- ibm models
- implementation
- index
- joint distribution
- knowledge
- language model
- mapping
- markov models
- measure
- measures
- method
- parallel corpus
- permutation
- possible translation
- posterior
- precision
- probabilistic model
- probabilities
- probability
- probability distribution
- process
- search space
- sentence
- sentences
- source language
- source sentence
- statistical alignment models
- statistical approach
- statistical model
- statistical models
- string translation model
- symbols
- target language
- target language model
- target language string
- target sentence
- target string
- technique
- test corpus
- test data
- test set
- toolkit
- training
- training corpus
- transformation
- translation model
- translation models
- translation probability
- word
- word alignments
- words
