ACL RD-TEC 1.0 Summarization of P05-1057
Paper Title:
LOG-LINEAR MODELS FOR WORD ALIGNMENT
LOG-LINEAR MODELS FOR WORD ALIGNMENT
Authors: Yang Liu and Qun Liu and Shouxun Lin
Primarily assigned technology terms:
- algorithm
- approximation
- generalized iterative scaling
- giza
- greedy search
- greedy search algorithm
- hillclimbing
- ibm translation
- iterative scaling
- language understanding
- machine translation
- maximum entropy
- maximum likelihood
- natural language understanding
- parsers
- ranking
- rule-based tagger
- sampling
- scoring
- search
- search algorithm
- statistical alignment
- statistical approaches
- statistical machine translation
- statistical translation
- symmetrization
- syntax-based translation
- tagger
- taggers
- tokenizer
- training method
- training procedure
- translation process
- viterbi
- word alignment
Other assigned terms:
- alignment model
- alignment models
- alignment probability
- alignment problem
- approach
- bilingual corpus
- bilingual dictionaries
- bilingual dictionary
- bilingual sentence
- case
- chinese-english corpus
- coefficient
- corpora
- decision rule
- dice
- dice coefficient
- dictionaries
- dictionary
- dictionary coverage
- disjunction
- entropy
- experimental results
- feature
- french
- french word
- function words
- gold standard
- heuristic
- hmm model
- hmm-based model
- ibm model
- ibm models
- idiomatic expressions
- knowledge
- language understanding task
- lexical items
- lexicon
- likelihood
- linguistic
- linguistic data
- linguistic information
- log-linear combination
- log-linear models
- mapping
- meaning
- method
- model parameter
- model parameters
- n-best list
- namedentity
- natural language
- natural languages
- parallel corpus
- parallel text
- parallel texts
- part-of-speech
- part-of-speech tags
- pos information
- pos tag
- precision
- probabilistic models
- probabilities
- probability
- procedure
- process
- relation
- sentence
- sentence pair
- sentences
- source language
- source language sentence
- source language word
- source sentence
- statistical alignment models
- statistical model
- statistical models
- statistics
- syntactic information
- tags
- target language
- target language sentence
- target sentence
- target word
- test corpus
- text
- training
- training corpus
- training data
- transition probabilities
- transition probability
- translation model
- translation models
- translation probability
- translation-related knowledge
- translations
- understanding
- word
- word alignments
- word order
- word-aligned corpora
- words
