ACL RD-TEC 1.0 Summarization of W01-1405
Paper Title:
STOCHASTIC MODELLING: FROM PATTERN CLASSIFICATION TO LANGUAGE TRANSLATION
STOCHASTIC MODELLING: FROM PATTERN CLASSIFICATION TO LANGUAGE TRANSLATION
Primarily assigned technology terms:
- algorithm
- artificial intelligence
- automatic language processing
- automatic speech recognition
- automatic system
- beam search
- classification
- computational linguistics
- coupling
- decision making
- decoding
- dynamic programming
- factorization
- hidden markov
- hidden markov models
- language processing
- language translation
- learning
- learning task
- linguistic modelling
- machine translation
- maximum likelihood
- modelling
- morpho-syntactic analysis
- optimization
- parameter estimation
- pattern classification
- processing
- recognition
- rule-based approach
- scoring
- search
- search process
- speech recognition
- statistical modelling
- statistical training
- stochastic modelling
- structuring
- suboptimal search
- subsymbolic processing
- syntactic analysis
- table look-up
- terminology
- translation process
- tuning
Other assigned terms:
- alignment model
- alignment probability
- appointment scheduling
- approach
- bayes decision rule
- beam
- community
- concept
- decision rule
- decision theory
- dialogues
- error rate
- estimation
- evaluations
- experimental results
- fact
- formalism
- hypotheses
- hypothesis
- implementation
- input string
- intelligence
- interpretation
- knowledge
- language model
- language model probability
- language models
- lattice
- lexicon
- lexicon model
- likelihood
- linguistic
- linguistics
- mapping
- mappings
- markov models
- model probability
- modelling approach
- natural language
- optimization problem
- posterior
- posterior probability
- probabilistic framework
- probabilities
- probability
- probability distributions
- procedure
- process
- recognition errors
- search problem
- search procedure
- semantic
- semantic information
- sentence
- sentence level
- sentence pair
- source sentence
- speech input
- statistical approach
- statistical decision theory
- statistics
- string translation model
- symbols
- syntactic structure
- syntactic structures
- system architecture
- target language
- target sentence
- target word
- technology
- term
- terms
- text
- theory
- training
- training criterion
- translation model
- translation probability
- translation quality
- translation task
- translations
- vocabulary
- word
- word error rate
- word lattice
- word sequence
- word sequences
- words
