ACL RD-TEC 1.0 Summarization of N06-4004
Paper Title:
MTTK: AN ALIGNMENT TOOLKIT FOR STATISTICAL MACHINE TRANSLATION
MTTK: AN ALIGNMENT TOOLKIT FOR STATISTICAL MACHINE TRANSLATION
Authors: Yonggang Deng and William Byrne
Primarily assigned technology terms:
- algorithm
- alignment system
- automatic alignment
- binary splitting
- c + +
- chinese-english mt
- chunk alignment
- chunking
- clustering
- dynamic programming
- em training
- forecasting
- giza
- identification
- induction
- language processing
- lexicon induction
- machine translation
- machine translation systems
- model parameter estimation
- model training
- monitoring
- natural language processing
- parallel text alignment
- parameter estimation
- phrase alignment
- phrase translation
- pre-processing
- preprocessing
- processing
- sentence alignment
- splitting
- statistical alignment
- statistical machine translation
- text alignment
- translation systems
- translation training
- viterbi
- viterbi algorithm
- word alignment
- word-to-word alignment
Other assigned terms:
- alignment error rate
- alignment model
- alignment models
- alignment procedure
- bilingual lexicon
- chunk
- chunking procedure
- clustering procedure
- co-occurrence
- community
- corpora
- document
- dynamic programming procedure
- error rate
- estimation
- evaluations
- feature
- french
- hmm-based word-to-phrase alignment model
- implementation
- knowledge
- language processing research
- lexicon
- linguistic
- linguistic knowledge
- mapping
- measures
- model complexity
- model parameter
- model parameters
- mt evaluation
- natural language
- nist
- parallel corpora
- parallel text
- phrase
- posterior
- precision
- probabilities
- procedure
- process
- segments
- sentence
- sentence fragment
- sentences
- statistical alignment models
- statistical models
- statistics
- terms
- text
- tokens
- toolkit
- training
- training material
- training time
- translation lexicon
- translation probabilities
- translation table
- translations
- web pages
- word
- word alignment model
- word alignments
- word sequences
- words
