ACL RD-TEC 1.0 Summarization of P06-1091
Paper Title:
A DISCRIMINATIVE GLOBAL TRAINING ALGORITHM FOR STATISTICAL MT
A DISCRIMINATIVE GLOBAL TRAINING ALGORITHM FOR STATISTICAL MT
Authors: Christoph Tillmann and Tong Zhang
Primarily assigned technology terms:
- active learning
- algorithm
- approximation
- arabic-english translation
- block decoding
- block translation
- classification
- computational linguistics
- decoder
- decoding
- decomposition
- discriminative training
- error-driven training
- feature representation
- illustration
- iterative algorithm
- learning
- loss function
- model training
- modeling
- multi-class classification
- on-line training
- optimization
- parallel training
- parameter training
- parsing
- part-of-speech tagging
- perceptron
- perceptron training
- phrase translation
- phrase-based decoder
- phrase-based translation
- phrase-pair selection
- ranking
- ranking function
- re-ranking
- regression
- regularization
- scoring
- scoring function
- search
- searching
- segmentation
- segmentation process
- selection algorithm
- sequence training
- sequence translation
- shallow parsing
- single reference translation
- smt training
- statistical mt
- tagging
- tokenization
- training algorithm
- training procedure
- translation process
- translation systems
Other assigned terms:
- annotation
- approach
- arabic-english translation task
- arabic-to-english translation task
- association for computational linguistics
- bigram
- binary features
- bleu
- bleu metric
- bleu score
- bleu scores
- candidate translation
- case
- classification performance
- classification problem
- convergence
- data set
- decoder parameter
- dimensionality
- domain knowledge
- estimation
- evaluation metric
- evaluation test
- experimental results
- fact
- feature
- feature sets
- feature types
- feature vector
- feature vectors
- generation
- generation process
- heuristic
- implementation
- knowledge
- labeling
- language annotation
- language model
- language model probability
- learning rate
- lemma
- linear combination
- linguistics
- method
- model parameters
- model probability
- monolingual corpus
- multi-class classification problem
- natural language
- noisy channel
- optimization criterion
- part-of-speech
- phrase
- phrase translation accuracy
- possible translation
- probabilities
- probability
- procedure
- process
- punctuation
- reference translation
- reference translations
- regularization parameter
- search procedure
- search space
- sentence
- sentence pair
- sentences
- sequence model
- source sentence
- standard arabic-english translation task
- system performance
- target language
- target sentence
- target word
- terms
- test data
- test set
- training
- training data
- translation accuracy
- translation model
- translation probabilities
- translation score
- translation task
- translations
- weight vector
- word
- word level
- word sequence
- words
