Analogical Natural Language Processing

by Jones, Daniel B.

• ISBN13: 9781857282184
• ISBN10: 1857282183
• Format: Hardcover
• Copyright: 1995-04-01
• Publisher: Ucl Pr Ltd

Table of Contents

Abbreviations
Introduction	p. 1
Aims	p. 1
Approach	p. 4
Background and Relevant Research	p. 10
Related research	p. 10
Example-based Machine Translation (EBMT)	p. 14
The representaion of examples	p. 26
FG and the translation of natural languages	p. 33
Analogical Translation	p. 39
The origin of examples and the role of text description	p. 40
Overview of a hybrid EBMT system	p. 56
Stochastic and Analogy-Based Language Processing	p. 72
Stochastic approaches to language processing	p. 73
Analogy-based models	p. 75
PDP as an analogical language processing mechanism	p. 89
Experiments in Analogical Cloning	p. 98
Experiments and results	p. 99
Analogical Modelling and Parallel Distributed Processing compared	p. 104
A simple cloning algorithm	p. 113
Analogical cloning and the recombination process	p. 132
Conclusion	p. 142
Analogical language processing	p. 142
Analogical Modelling and Machine Translation	p. 143
Uniformly analogical processing	p. 143
Bibliography	p. 147
Index	p. 153
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