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» Weighted Automata and Weighted Logics
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CSL
2007
Springer
13 years 7 months ago
Discriminative n-gram language modeling
This paper describes discriminative language modeling for a large vocabulary speech recognition task. We contrast two parameter estimation methods: the perceptron algorithm, and a...
Brian Roark, Murat Saraclar, Michael Collins
ML
2006
ACM
131views Machine Learning» more  ML 2006»
13 years 7 months ago
Markov logic networks
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
Matthew Richardson, Pedro Domingos
AIL
2007
105views more  AIL 2007»
13 years 7 months ago
The application of fuzzy logic to the precautionary principle
One of the major problems in the implementation of the precautionary principle in environmental cases is the estimation of the weight of evidence. In this paper we propose a forma...
Mirit Shamir, Lior Shamir, Mary H. Durfee
EMNLP
2007
13 years 9 months ago
Online Learning of Relaxed CCG Grammars for Parsing to Logical Form
We consider the problem of learning to parse sentences to lambda-calculus representations of their underlying semantics and present an algorithm that learns a weighted combinatory...
Luke S. Zettlemoyer, Michael Collins
CORR
2006
Springer
112views Education» more  CORR 2006»
13 years 7 months ago
Satisfying KBO Constraints
Abstract. This paper presents two new approaches to prove termination of rewrite systems with the Knuth-Bendix order efficiently. The constraints for the weight function and for th...
Harald Zankl, Aart Middeldorp