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Frontmatter -- ACKNOWLEDGMENTS -- PREFACE -- TABLE OF CONTENTS -- LIST OF FIGURES -- LIST OF TABLES -- I. THE UTILITY AND RELEVANCE OF MARKOV MODELS TO LINGUISTICS -- II. THE THEORETICAL POSITION OF MARKOV MODELS IN LINGUISTICS -- III. PREVIOUS EXPERIMENTAL RESULTS AND THEIR RELATION TO LINGUISTIC THEORY -- IV. THE RATIONALE BEHIND THE DESIGN OF THE NEW EXPERIMENT -- V. DESCRIPTION OF THE EXPERIMENTAL CORPUS -- VI. MACHINE PROCESSING STEPS -- VII. THE PANEL EVALUATION PROCEDURE -- IX. CONCLUSIONS -- Appendix I. EXAMPLE PATENT CLAIMS -- Appendix II. GENERATED STRINGS, MARKED FOR GRAMMATICALNESS -- Appendix III. GENERATED STRINGS, WITH TRANSITION PROBABILITIES -- BIBLIOGRAPHY -- INDEX