ACL RD-TEC 1.0 Summarization of H05-1096
Paper Title:
WORD-LEVEL CONFIDENCE ESTIMATION FOR MACHINE TRANSLATION USING PHRASE-BASED TRANSLATION MODELS
WORD-LEVEL CONFIDENCE ESTIMATION FOR MACHINE TRANSLATION USING PHRASE-BASED TRANSLATION MODELS
Authors: Nicola Ueffing and Hermann Ney
Primarily assigned technology terms:
- algorithm
- alignment template system
- bootstrap
- bootstrap estimation
- classification
- computational linguistics
- computing
- confidence estimation
- decomposition
- downhill simplex algorithm
- estimation method
- finite state
- forward-backward algorithm
- human language
- human language technology
- language processing
- language technology
- large vocabulary speech translation
- levenshtein
- linking
- machine translation
- machine translation system
- machine translation systems
- monotone search
- mt system
- mt systems
- natural language processing
- normalization
- optimization
- phrase translation
- phrase-based statistical machine translation
- phrase-based translation
- phrase-based translation system
- processing
- recursive calculation
- search
- segmentation
- simplex algorithm
- smt system
- speech translation
- statistical machine translation
- statistical machine translation system
- statistical mt
- tagging
- terminology
- translation process
- translation system
- translation systems
- word confidence estimation
Other assigned terms:
- alignment template
- approach
- association for computational linguistics
- bilingual phrase
- bilingual training corpus
- bleu
- bleu score
- case
- classification error
- classification error rate
- confidence measure
- context information
- corpora
- development set
- distribution
- english translation
- error rate
- estimation
- evaluation metrics
- experimental results
- experimental setting
- fact
- french
- hypotheses
- hypothesis
- interpolation
- knowledge
- labeling
- language model
- language model score
- language pairs
- large vocabulary speech
- lexicon
- lexicon model
- linguistic
- linguistics
- machine translation model
- meaning
- measure
- measures
- method
- model probability
- n-best list
- natural language
- nist
- phrase
- phrase level
- phrase-based system
- phrase-based translation model
- posterior
- posterior probability
- probabilities
- probability
- probability distribution
- process
- reference translation
- representations
- sentence
- sentence level
- sentence position
- sentences
- source sentence
- speech translation task
- statistics
- syntax
- tags
- target language
- target language model
- target sentence
- target string
- target word
- technology
- term
- terms
- test corpus
- test set
- text
- training
- training corpus
- translation hypothesis
- translation model
- translation models
- translation probabilities
- translation probability
- translation quality
- translation task
- translations
- trigram
- trigram model
- vocabulary
- word
- word error rate
- words
