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A Network-based End-to-End Trainable Task-oriented Dialogue System
Published on Aug 23, 20164644 Views
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Chapter list
A Network-based End-to-End Trainable Task-oriented Dialogue System00:00
Outline00:45
Intro01:29
The two paradigms01:33
Neural Dialogue System03:13
Traditional Dialogue Systems03:15
Neural Dialogue Systems/104:04
Neural Dialogue Systems/204:16
Neural Dialogue Systems/Seq2Seq04:32
Neural Dialogue Systems/Language Grounding05:34
Neural Dialogue Systems/Database Accessing06:30
Neural Dialogue Systems/Decision Making07:21
Neural Dialogue Systems/308:01
Wizard-of-Oz Data Collection08:27
Wizard-of-Oz Data Collection/108:40
Wizard-of-Oz Data Collection/208:59
Wizard-of-Oz Data Collection/309:10
Wizard-of-Oz Data Collection/409:41
Wizard-of-Oz Data Collection/509:47
Wizard-of-Oz Data Collection/609:48
Wizard-of-Oz Data Collection/710:24
Wizard-of-Oz Data Collection/810:47
Wizard-of-Oz Data Collection/911:01
Wizard-of-Oz Data Collection/1011:05
Wizard-of-Oz Data Collection/1111:27
Wizard-of-Oz Data Collection/1211:42
Wizard-of-Oz Data Collection/1311:55
Wizard-of-Oz Data Collection/1412:14
Wizard-of-Oz Data Collection/1512:15
Wizard-of-Oz Data Collection/1612:17
Wizard-of-Oz Data Collection/1712:24
Wizard-of-Oz Data Collection/1812:35
Data Statistics - Ontology/112:54
Data Statistics - Ontology/212:57
Data Statistics - Dataset/113:17
Data Statistics - Dataset/213:36
Data Statistics - Dataset/313:38
Data Statistics - Dataset/413:45
Experiments13:59
Experiments - Experimental details14:11
Experiments - Two stage training14:12
Experiments - Decoding15:09
Human evaluation15:26
Example dialogues/115:34
Example dialogues/217:33
Example dialogues/318:14
Visualising action embedding18:48
Conclusion/119:04
Conclusion/219:52
Conclusion/319:56
Conclusion/419:58
Conclusion/520:10
Thank you!20:19