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Class-Based Probability Estimation Using a Semantic Hierarchy
Probability Estimation Semantic Hierarchy
2015/8/27
This article concerns the estimation of a particular kind of probability, namely, the probability of a noun sense appearing as a particular argument of a predicate. In order to overcome the accompanyi...
Learning continuous probability distributions with symmetric diffusion networks
continuous probability distributions symmetric diffusion networks
2015/6/19
Learning continuous probability distributions with symmetric diffusion networks.
The effects of construction probability on word durations during spontaneous incremental sentence production
Syntactic alternation Speech production Statistical modeling Information theory Multimodel inference
2015/6/17
In a series of seven studies, this paper examines acoustic characteristics of the spontaneous speech production of the English dative alternation (gave the book to the boy/ the boy the book) as a func...
Optimizing Local Probability Models for Statistical Parsing
Local Probability Models Statistical Parsing
2015/6/12
This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems — history-based generative parsi...