65 search results - page 3 / 13 » Learning Rational Stochastic Languages |
130
click to vote
COLT
1992
Springer
15 years 6 months ago
1992
Springer
Language learning from positive data in the Gold model of inductive inference is investigated in a setting where the data can be modeled as a stochastic process. Specifically, the...
125
click to vote
ECIR
1998
Springer
15 years 3 months ago
1998
Springer
We present in this paper a combination of Machine Learning based Information Retrieval (IR) techniques and stochastic language modelling in a hierarchical system that extracts sur...
128
click to vote
ECML
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. This paper explores the use of initial Stochastic Context-Free Grammars (SCFG) obtained from a treebank corpus for the learning of SCFG by means of estimation algorithms....
137
click to vote
ICGI
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. Stochastic deterministic finite automata have been introduced and are used in a variety of settings. We report here a number of results concerning the learnability of th...
107
click to vote
ITA
2006
15 years 1 months ago
2006
In this work we study some probabilistic models for the random generation of words over a given alphabet used in the literature in connection with pattern statistics. Our goal is t...