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ICML
2007
IEEE
16 years 19 days ago
Three new graphical models for statistical language modelling
The supremacy of n-gram models in statistical language modelling has recently been challenged by parametric models that use distributed representations to counteract the difficult...
Andriy Mnih, Geoffrey E. Hinton
ITC
2002
IEEE
112views Hardware» more  ITC 2002»
15 years 4 months ago
Multiplets, Models, and the Search for Meaning: Improving Per-Test Fault Diagnosis
The advantage to “one test at a time” fault diagnosis is its ability to implicate the components of complicated defect behaviors. The disadvantage is the large size and opacit...
David B. Lavo, Ismed Hartanto, Tracy Larrabee
LREC
2010
164views Education» more  LREC 2010»
15 years 1 months ago
Evaluating Machine Translation Utility via Semantic Role Labels
We present the methodology that underlies new metrics for semantic machine translation evaluation that we are developing. Unlike widely-used lexical and n-gram based MT evaluation...
Chi-kiu Lo, Dekai Wu
ICAC
2007
IEEE
15 years 6 months ago
SLA Decomposition: Translating Service Level Objectives to System Level Thresholds
In today’s complex and highly dynamic computing environments, systems/services have to be constantly adjusted to meet Service Level Agreements (SLAs) and to improve resource uti...
Yuan Chen, Subu Iyer, Xue Liu, Dejan S. Milojicic,...
ACL
2008
15 years 1 months ago
Measure Word Generation for English-Chinese SMT Systems
Measure words in Chinese are used to indicate the count of nouns. Conventional statistical machine translation (SMT) systems do not perform well on measure word generation due to ...
Dongdong Zhang, Mu Li, Nan Duan, Chi-Ho Li, Ming Z...