ACL RD-TEC 1.0 Summarization of W06-3108
Paper Title:
DISCRIMINATIVE REORDERING MODELS FOR STATISTICAL MACHINE TRANSLATION
DISCRIMINATIVE REORDERING MODELS FOR STATISTICAL MACHINE TRANSLATION
Authors: Richard Zens and Hermann Ney
Primarily assigned technology terms:
- algorithm
- bracketing
- classification
- decoder
- downhill simplex algorithm
- entropy training
- finite state
- finite state transducers
- generalized iterative scaling
- giza
- illustration
- iterative scaling
- kneser-ney smoothing
- language model training
- machine translation
- machine translation system
- machine translation systems
- maximum entropy
- maximum entropy framework
- maximum entropy model
- maximum-entropy
- model training
- modeling
- normalization
- optimization
- phrase translation
- phrase-based machine translation
- phrase-based statistical machine translation
- phrase-based translation
- phrase-based translation system
- preprocessing
- search
- search process
- simplex algorithm
- smoothing
- smoothing method
- speech translation
- statistical machine translation
- tokenization
- training procedure
- transducers
- transduction
- translation system
- translation systems
- word alignment
Other assigned terms:
- approach
- bilingual corpus
- bilingual training corpus
- binary features
- bleu
- bleu score
- case
- case information
- classification error
- classification error rate
- classification performance
- classification task
- context information
- convergence
- corpora
- data sparseness
- data sparseness problem
- decision rule
- distribution
- english corpus
- entropy
- error rate
- evaluation set
- evaluations
- events
- experimental results
- feature
- feature set
- feature types
- feature weights
- gaussian prior
- grammars
- heuristic
- ibm model
- lambda
- language model
- language pair
- language pairs
- lexicon
- lexicon model
- likelihood
- local context
- log-linear combination
- machine translation output
- maximum entropy principle
- measures
- method
- model parameters
- multilingual speech
- n-gram
- n-gram language model
- nist
- normalization factor
- optimization criterion
- part-of-speech
- part-of-speech information
- phrase
- phrase boundary
- phrase level
- phrase translation model
- posterior
- posterior probability
- prior distribution
- probabilities
- probability
- procedure
- process
- punctuation
- punctuation marks
- reference translations
- reordering
- sentence
- sentence structure
- sentences
- source language
- source language sentence
- source sentence
- sparseness problem
- speech corpus
- statistics
- target language
- target language sentence
- target sentence
- target word
- technology
- test corpus
- test data
- toolkit
- training
- training corpora
- training corpus
- training criterion
- training data
- translation model
- translation output
- translation quality
- translations
- travel expression corpus
- word
- word classes
- word error rate
- word level
- word order
- word-aligned corpus
- words