On structuring probabilistic dependences in stochastic language modelling
On structuring probabilistic dependences in stochastic language modelling
H. Ney,U. Essen,Reinhard Kneser
1994 · DOI: 10.1006/CSLA.1994.1001
Computer Speech and Language · 638 Citations
TLDR
The problem of stochastic language modelling is studied from the viewpoint of introducing suitable structures into the conditional probability distributions, and nonlinear interpolation as an alternative to linear interpolation; equivalence classes for word histories and single words; cache memory and word associations are considered.