ACL RD-TEC 1.0 Summarization of P06-1096
Paper Title:
AN END-TO-END DISCRIMINATIVE APPROACH TO MACHINE TRANSLATION
AN END-TO-END DISCRIMINATIVE APPROACH TO MACHINE TRANSLATION
Authors: Percy Liang and Alexandre Bouchard-Côté and Dan Klein and Ben Taskar
Primarily assigned technology terms:
- algorithm
- approximation
- beam decoder
- classification
- classifier
- computational linguistics
- computing
- decoder
- decoding
- discriminative approach
- discriminative classifier
- discriminative framework
- discriminative language modeling
- discriminative reranking
- discriminative training
- language modeling
- learning
- learning process
- machine translation
- machine translation system
- modeling
- nlp
- numerical optimization
- optimization
- parsing
- perceptron
- perceptron algorithm
- phrasal alignment
- phrase extraction
- pos tagger
- pos tagging
- randomization
- recognition
- reranking
- scoring
- segmentation
- speech recognition
- structured classification
- tagger
- tagging
- training procedure
- translation system
- tuning
- viterbi
- word reordering
Other assigned terms:
- approach
- approximate randomization
- array
- association for computational linguistics
- beam
- bleu
- bleu score
- case
- classification rule
- classification task
- conditional probability
- error rate
- estimation
- europarl corpus
- extraction process
- fact
- feature
- feature set
- feature sets
- feature vector
- feature weights
- french
- french word
- generative model
- geometric mean
- heuristic
- heuristics
- hierarchical model
- language model
- language models
- language pair
- lexical feature
- lexical features
- linguistics
- mapping
- measure
- n-best list
- n-gram
- nist
- nlp tasks
- parse
- parse tree
- part-of-speech
- phrase
- phrase-based model
- pos information
- pos tag
- probabilistic framework
- probability
- procedure
- process
- redundant information
- reference translation
- reference translations
- reordering
- sentence
- sentences
- speech recognition performance
- statistic
- statistics
- synchronous parse tree
- tags
- test set
- tokens
- toolkit
- training
- training data
- training example
- translation probability
- translation table
- translation task
- translations
- tree
- trigram
- trigram model
- word
- word alignments
- words
