ACL RD-TEC 1.0 Summarization of N04-1023
Paper Title:
DISCRIMINATIVE RERANKING FOR MACHINE TRANSLATION
DISCRIMINATIVE RERANKING FOR MACHINE TRANSLATION
Authors: Libin Shen and Anoop Sarkar and Franz Josef Och
Primarily assigned technology terms:
- algorithm
- boosting
- classification
- classification algorithm
- classifiers
- decoding
- discriminative reranking
- error reduction
- kernels
- language processing
- learning
- learning algorithms
- learning approach
- loss function
- machine learning
- machine learning algorithms
- machine learning approach
- machine translation
- machine translation system
- mt reranking
- mt system
- natural language processing
- nlp
- ordinal regression
- parameter estimation
- parse reranking
- parsing
- perceptron
- perceptron algorithm
- perceptron-like ordinal regression algorithm
- perceptron-like reranking
- perceptron-like splitting
- perceptroninspired reranking
- processing
- quadratic programming
- ranking
- regression
- regression algorithm
- relative distance
- reranking
- scoring
- scoring function
- search
- smoothing
- splitting
- statistical machine translation
- statistical machine translation system
- support vector machines
- translation system
Other assigned terms:
- approach
- bleu
- bleu metric
- bleu score
- candidate translation
- case
- chinese sentence
- classification problem
- cluster
- clusters
- data set
- development set
- english translations
- estimation
- evaluation metric
- experimental results
- fact
- feature
- feature category
- feature set
- feature sets
- feature vector
- generative models
- gold standard
- hypothesis
- ibm model
- language model
- language models
- method
- n-best list
- natural language
- nist
- nlp tasks
- ordinal regression problem
- parse
- parsing models
- penn treebank
- reference translation
- reference translations
- scoring metric
- sentence
- sentences
- source language
- source sentence
- support vector
- svms
- target language
- technique
- test data
- test set
- theorem
- training
- training and test data
- training data
- training phase
- training samples
- translations
- treebank
- weight vector
- word
- words
