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» A Scalable Hierarchical Distributed Language Model
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SIGIR
2010
ACM
13 years 9 months ago
Hierarchical pitman-yor language model for information retrieval
In this paper, we propose a new application of Bayesian language model based on Pitman-Yor process for information retrieval. This model is a generalization of the Dirichlet distr...
Saeedeh Momtazi, Dietrich Klakow
COLING
2008
13 years 6 months ago
An Improved Hierarchical Bayesian Model of Language for Document Classification
This paper addresses the fundamental problem of document classification, and we focus attention on classification problems where the classes are mutually exclusive. In the course ...
Ben Allison
ACL
2006
13 years 6 months ago
A Hierarchical Bayesian Language Model Based On Pitman-Yor Processes
We propose a new hierarchical Bayesian n-gram model of natural languages. Our model makes use of a generalization of the commonly used Dirichlet distributions called Pitman-Yor pr...
Yee Whye Teh
CIG
2006
IEEE
13 years 11 months ago
ChessBrain II - A Hierarchical Infrastructure for Distributed Inhomogeneous Speed-Critical Computation
—The ChessBrain project currently holds an official Guinness World Record for the largest number of computers used to play one single game of chess. In this paper, we cover the l...
Colin Frayn, Carlos Justiniano, Kevin Lew
CLUSTER
1999
IEEE
13 years 4 months ago
Simulative performance analysis of gossip failure detection for scalable distributed systems
Three protocols for gossip-based failure detection services in large-scale heterogeneous clusters are analyzed and compared. The basic gossip protocol provides a means by which fai...
Mark W. Burns, Alan D. George, Bradley A. Wallace