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10. Version spaces, neural networks, and Analogical Modeling
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Chapters in this book
- Prelim pages i
- Table of contents v
- List of contributors ix
- Introduction 1
-
Part I. The basics of Analogical Modeling
- 1. An overview of Analogical Modeling 11
- 2. Issues in Analogical Modeling 27
-
Part II. Psycholinguistic evidence for Analogical Modeling
- 3. Skousen’s analogical approach as an exemplar-based model of categorization 51
-
Part III. Applications to specific languages
- 4. Applying Analogical Modeling to the German plural 109
- 5. Testing Analogical Modeling 123
-
Part IV. Comparing Analogical Modeling with TiMBL
- 6. A comparison of two analogical models 141
- 7. A comparison of Analogical Modeling to Memory-Based Language Processing 157
- 8. Analogical hierarchy 181
-
Part V. Extending Analogical Modeling
- 9. Expanding k -NN analogy with instance families 209
- 10. Version spaces, neural networks, and Analogical Modeling 225
- 11. Exemplar-driven analogy in Optimality Theory 265
- 12. The hope for analogous categories 301
-
Part VI. Quantum computing and the exponential explosion
- 13. Analogical Modeling and quantum computing 319
-
Part VII. Appendix
- 14. Data files for Analogical Modeling 349
- 15. Running the Perl/C version of the Analogical Modeling program 365
- 16. Implementing the Analogical Modeling algorithm 385
- Index 411
Chapters in this book
- Prelim pages i
- Table of contents v
- List of contributors ix
- Introduction 1
-
Part I. The basics of Analogical Modeling
- 1. An overview of Analogical Modeling 11
- 2. Issues in Analogical Modeling 27
-
Part II. Psycholinguistic evidence for Analogical Modeling
- 3. Skousen’s analogical approach as an exemplar-based model of categorization 51
-
Part III. Applications to specific languages
- 4. Applying Analogical Modeling to the German plural 109
- 5. Testing Analogical Modeling 123
-
Part IV. Comparing Analogical Modeling with TiMBL
- 6. A comparison of two analogical models 141
- 7. A comparison of Analogical Modeling to Memory-Based Language Processing 157
- 8. Analogical hierarchy 181
-
Part V. Extending Analogical Modeling
- 9. Expanding k -NN analogy with instance families 209
- 10. Version spaces, neural networks, and Analogical Modeling 225
- 11. Exemplar-driven analogy in Optimality Theory 265
- 12. The hope for analogous categories 301
-
Part VI. Quantum computing and the exponential explosion
- 13. Analogical Modeling and quantum computing 319
-
Part VII. Appendix
- 14. Data files for Analogical Modeling 349
- 15. Running the Perl/C version of the Analogical Modeling program 365
- 16. Implementing the Analogical Modeling algorithm 385
- Index 411