ACL RD-TEC 1.0 Summarization of P04-1066
Paper Title:
IMPROVING IBM WORD ALIGNMENT MODEL 1
IMPROVING IBM WORD ALIGNMENT MODEL 1
Primarily assigned technology terms:
- bilingual word alignment
- em training
- estimation method
- heuristic estimation
- hill climbing
- language modeling
- language training
- maximum likelihood
- modeling
- nlp
- re-estimation
- reestimation
- smoothing
- smoothing distribution
- statistical language modeling
- statistical nlp
- stochastic process
- viterbi
- word alignment
- word translation
- word-alignment
- word-to-word translation
Other assigned terms:
- aligned sentence
- alignment accuracy
- alignment error rate
- alignment models
- approach
- bigram
- bilingual corpus
- case
- coefficient
- comparative study
- conditional probability
- conditional probability distribution
- content words
- convergence
- dice
- dice coefficient
- distribution
- english sentence
- english translation
- error rate
- estimation
- evaluation metric
- f-measure
- fact
- french
- french sentence
- function words
- generative model
- heuristic
- ibm model
- interpretation
- joint probability
- likelihood
- measure
- measures
- method
- model parameters
- n-gram
- n-gram models
- pairs of words
- parameter space
- parameter values
- phrase
- possible translation
- precision
- probabilities
- probability
- probability distribution
- probability distributions
- probability estimates
- process
- sentence
- sentence pair
- sentence position
- sentences
- source language
- source language word
- source sentence
- statistic
- statistical significance
- statistics
- target language
- target sentence
- target word
- terms
- test data
- test set
- training
- training data
- translation pairs
- translation probabilities
- translation probability
- translations
- trigram
- uniform distribution
- uniform probability
- unigram
- vocabulary
- word
- word alignments
- word association
- word level
- words
