Contents of Report


[Data of Report]

Report Number:
TR488
Date of Registration:
1989.10
English Title:
An Efficient Learning of Context-Free Grammars from Positive Structural Examples
Japanese Title:
***
English Author:
Y.Sakakibara
Japanese:
Name of Organization to which author belongs:
PDF:
tr0488.pdf

[Contents]

Abstract.... 3
1Introduction.... 4
2Basic Definitions.... 6
3Structural Identification.... 15
4Condition for Learning from Positive Samples.... 16
5Reversible Context-Free Grammars.... 17
6Learning Algorithms.... 23
6.1The Learning Algorithm RT for Tree Automata.... 23
6.2Correctness of RT.... 26
6.3Time Complexity of RT.... 29
6.4Identification in the Limit of Reversible Tree Automata.... 29
6.5The Learning Algorithm RC for Context-Free Grammars.... 32
7Example Runs.... 34
7.1Simple Natural Language.... 34
7.2Programming Language.... 34
7.3Inherently Ambiguous Language.... 38
8Concluding Remarks.... 39
End.... 42


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