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Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

Published on Aug 23, 20164270 Views

Rajarshi Das

Deep Learning Summer School 2016 - Montreal

Related categories

Deep LearningReinforcement LearningUnsupervised Learning

Chapter list

Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks00:00
Universal Schema for Relation Extraction00:12
Chains of Reasoning for Relation Extraction01:53
RNNs for Chains of Reasoning03:42
Contributions - 104:41
Single RNN for chains of reasoning - 105:08
Single RNN for chains of reasoning - 205:27
Untitled05:31
Single RNN for chains of reasoning - 405:35
Untitled05:46
Contributions - 206:24
Multiple Paths - 106:29
Multiple Paths - 206:36
Multiple Paths - 306:55
Score Pooling - 107:09
Score Pooling - 207:43
Results - 208:11
Contributions - 308:53
Entity Representation - 108:59
Entity Representation - 209:34
Entity Representation - 309:38
Entity Representation - 410:24
Entity Aware RNNs for Chains of Reasoning10:31
Results - 310:43
Results - 410:59
Predictive clauses11:14
Conclusion12:26