ACL RD-TEC 1.0 Summarization of J00-1004
Paper Title:
LEARNING DEPENDENCY TRANSLATION MODELS AS COLLECTIONS OF FINITE-STATE HEAD TRANSDUCERS
LEARNING DEPENDENCY TRANSLATION MODELS AS COLLECTIONS OF FINITE-STATE HEAD TRANSDUCERS
Authors: Hiyan Alshawi and Shona Douglas and Srinivas Bangalore
Primarily assigned technology terms:
- algorithm
- alignment algorithm
- atis
- automatic word-clustering
- chart parsing
- cky algorithm
- coding
- computational linguistics
- computing
- context-free parsing
- decomposition
- dependency transduction
- dependency translation
- dynamic programming
- dynamic programming algorithm
- dynamic programming search
- final state
- finite-state machine
- finite-state transducer
- finite-state transducers
- head transducer
- hierarchical alignment
- identification
- information system
- iterative reestimation
- language translation
- learning
- likelihood estimation
- machine translation
- maximum likelihood
- maximum likelihood estimation
- optimization
- parsing
- processor
- programming algorithm
- reading
- recognizer
- reestimation
- search
- search algorithm
- speech recognizer
- speech translation
- statistical dependency transduction
- synchronization
- task-oriented dialogue
- telephone service
- training method
- training process
- transducer
- transducers
- transduction
- translation system
- translation systems
- translators
- word-clustering
Other assigned terms:
- alphabet
- approach
- association for computational linguistics
- baseline model
- bilingual corpus
- bilingual dictionary
- bitext
- case
- characters
- co-occurrence
- co-occurrence statistics
- co-occurrences
- compounds
- conditional probabilities
- corpora
- correlation
- data set
- dependency grammar
- dependency structures
- dependency tree
- dependency trees
- derivation
- derivation trees
- derivations
- dictionary
- distance measure
- distribution
- dynamic programming procedure
- empty string
- estimation
- evaluation method
- evaluation metrics
- experimental results
- experimental setting
- fact
- finite set
- formalisms
- grammar
- human translation
- ibm model
- input string
- interpretation
- japanese text
- language pair
- lattice
- lattices
- likelihood
- linguistics
- local tree
- mapping
- mapping rules
- mappings
- maps
- meaning
- measure
- measures
- method
- model parameters
- nist
- phrase
- phrase structure
- phrase structure grammar
- probabilistic models
- probabilities
- probability
- probability distribution
- procedure
- process
- reference translation
- representations
- semantic
- semantic content
- sentence
- sentences
- source language
- source sentence
- speech translation application
- spoken language
- statistic
- statistical measure
- statistical model
- statistics
- string-based evaluation
- substring
- symbol
- symbols
- target language
- target language string
- target languages
- target sentence
- target string
- target word
- technology
- terms
- test data
- test set
- text
- tokens
- trained model
- training
- training and test data
- training corpus
- training data
- training examples
- training set
- transcriptions
- transduction model
- transformation
- translation accuracy
- translation models
- translation problem
- translation task
- translations
- transposition
- tree
- trees
- utterance
- word
- word boundaries
- word boundary
- word lattice
- word lattices
- word string
- word strings
- words
