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Full Description
This book records a unique attempt over a ten-year period to use stochastic optimization in the natural language processing domain. Setting the work against the background of the logical rule-based approach, the author provides a context for understanding the differences in assumptions about the nature of language and cognition.
Contents
1 Prologue
2 The Origin of the Task
3 Simulating Evolution
4 An Early System
5 The Current System: Goals and Standards
6 The Current System: Front End and Parsing Algorithms
7 The Current System: Language Model
8 Parallel Tree Optimization
9 Epilogue
References
Index