Intent Recognition for Human-Machine Interactions

Part I: Overview.- Chapter 1. Dialogue System.- Chapter 2. Intent Recognition.- Part II: Intent Classification.- Chapter 3. Intent Classification Based on Single Model.- Chapter 4. A Dual RNN Semantic Analysis Framework for Intent Classification and Slot.- Part III: Unknown Intent Detection.- Chapter 5. Unknown Intent Detection Method Based on Model Post-processing.- Chapter 6. Unknown Intent Detection Based on Large-Margin Cosine Loss.- Chapter 7. Unknown Intention Detection Method based on Dynamic Constraint Boundary.- Part IV: Discovery of Unknown Intents.- Chapter 8. Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement.- Chapter 9. Discovering New Intents with Deep Aligned Clustering.- Part V: Dialogue Intent Recognition Platform.- Chapter 10. Experiment Platform for Dialogue Intent Recognition based on Deep Learning.- Part VI: Summary and Future Work.- Chapter 11. Summary.- Appendix.

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• Mineração de Dados
• Inteligência artificial
• Interacção homem-computador
• Os sistemas especialistas / sistemas baseados em conhecimento
• Robótica

Human Computer Interaction;Intention Recognition;Deep Learning;intention detection;intelligent robots