ACL RD-TEC 1.0 Summarization of W06-3123
Paper Title:
CONSTRAINING THE PHRASE-BASED, JOINT PROBABILITY STATISTICAL TRANSLATION MODEL
CONSTRAINING THE PHRASE-BASED, JOINT PROBABILITY STATISTICAL TRANSLATION MODEL
Authors: Alexandra Birch and Chris Callison-Burch and Miles Osborne and Philipp Koehn
Primarily assigned technology terms:
- algorithm
- alignment template model
- binding
- decoder
- em training
- expectation maximization
- greedy algorithm
- hill-climbing
- learning
- lexical alignment
- lexical weighting
- linking
- local reordering
- machine translation
- phrasal alignment
- phrase extraction
- phrase translation
- phrase-based statistical machine translation
- phrase-based translation
- probabilistic search
- pruning
- scoring
- search
- searching
- smoothing
- smoothing techniques
- statistical machine translation
- statistical methods
- statistical translation
- symmetrization
- syntactic reordering
- translation process
- viterbi
- weighting
- word alignment
- word-to-word alignment
Other assigned terms:
- 5-gram language model
- alignment template
- approach
- bleu
- bleu score
- bleu scores
- computational complexity
- concept
- concepts
- corpora
- data set
- data sets
- data sparseness
- distortion probability
- distribution
- error rate
- europarl corpora
- fact
- feature
- heuristic
- heuristics
- ibm model
- ibm models
- joint probability
- joint probability model
- language model
- lexical choice
- linguistic
- local context
- log-linear model
- method
- model parameters
- model size
- mt evaluation
- natural languages
- nist
- parallel corpus
- parse
- phrase
- phrase level
- phrase-based model
- phrase-based translation model
- probabilistic framework
- probabilities
- probability
- probability distribution
- probability model
- process
- relation
- reordering
- scalability
- search space
- sentence
- sentence pair
- sentences
- source language
- statistical framework
- statistical translation model
- test corpus
- test set
- training
- training data
- translation model
- translation models
- translation probabilities
- translation probability
- translation table
- translations
- word
- word alignments
- word-aligned corpora
- words
