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EMNLP
2009
15 years 4 months ago
Stream-based Randomised Language Models for SMT
Randomised techniques allow very big language models to be represented succinctly. However, being batch-based they are unsuitable for modelling an unbounded stream of language whi...
Abby Levenberg, Miles Osborne
EMNLP
2009
15 years 4 months ago
Multi-Class Confidence Weighted Algorithms
The recently introduced online confidence-weighted (CW) learning algorithm for binary classification performs well on many binary NLP tasks. However, for multi-class problems CW l...
Koby Crammer, Mark Dredze, Alex Kulesza
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
13 years 9 months ago
Mining emerging patterns by streaming feature selection
Building an accurate emerging pattern classifier with a highdimensional dataset is a challenging issue. The problem becomes even more difficult if the whole feature space is unava...
Kui Yu, Wei Ding 0003, Dan A. Simovici, Xindong Wu
SIGCOMM
2012
ACM
13 years 9 months ago
namehelp: intelligent client-side DNS resolution
The Domain Name System (DNS) is a fundamental component of today’s Internet. Recent years have seen radical changes to DNS with increases in usage of remote DNS and public DNS s...
John S. Otto, Mario A. Sánchez, John P. Rul...
ICDE
2007
IEEE
122views Database» more  ICDE 2007»
16 years 8 months ago
Load Distribution Fairness in P2P Data Management Systems
We address the issue of measuring storage, or query load distribution fairness in peer-to-peer data management systems. Existing metrics may look promising from the point of view ...
Theoni Pitoura, Peter Triantafillou