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» Improving the Java memory model using CRF
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ECOOP
2008
Springer
14 years 11 months ago
On Validity of Program Transformations in the Java Memory Model
Abstract. We analyse the validity of several common program transformations in multi-threaded Java, as defined by the Java Memory Model (JMM) section of Chapter 17 of the Java Lang...
Jaroslav Sevcík, David Aspinall
87
Voted
ACL
2006
14 years 11 months ago
Discriminative Word Alignment with Conditional Random Fields
In this paper we present a novel approach for inducing word alignments from sentence aligned data. We use a Conditional Random Field (CRF), a discriminative model, which is estima...
Phil Blunsom, Trevor Cohn
ASIAN
2004
Springer
150views Algorithms» more  ASIAN 2004»
15 years 2 months ago
Concurrent Constraint-Based Memory Machines: A Framework for Java Memory Models
A central problem in extending the von Neumann architecture to petaflop computers with millions of hardware threads and with a shared memory is defining the memory model [Lam79,...
Vijay A. Saraswat
ECOOP
2006
Springer
14 years 11 months ago
Scoped Types and Aspects for Real-Time Java
Real-time systems are notoriously difficult to design and implement, and, as many real-time problems are safety-critical, their solutions must be reliable as well as efficient and ...
Chris Andreae, Yvonne Coady, Celina Gibbs, James N...
94
Voted
ICML
2010
IEEE
14 years 10 months ago
A Conditional Random Field for Multiple-Instance Learning
We present MI-CRF, a conditional random field (CRF) model for multiple instance learning (MIL). MI-CRF models bags as nodes in a CRF with instances as their states. It combines di...
Thomas Deselaers, Vittorio Ferrari