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Structured Reasoning with Language
Published on Jun 14, 202485 Views
The Semantic Web was born from the need to reason over informal content (e.g., Web text), based on a fundamental premise: computers cannot process most of the information stored on Web pages. It has
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Chapter list
Structured Reasoning with Language00:00
Allen Institute for AI (AI2)00:29
Allen Institute - 101:29
Allen Institute - 201:35
The Beginnings of the US Semantic Web - 102:13
The Beginnings of the US Semantic Web - 202:22
The Beginnings of the US Semantic Web - 303:38
The Beginnings of the US Semantic Web - 404:13
The Beginnings of the US Semantic Web - 504:22
The Beginnings of the US Semantic Web - 604:46
The Beginnings of the US Semantic Web - 705:31
What is going on - 105:38
What is going on - 205:46
Outline - 107:29
Language models09:05
Example User Annotations - 111:16
Example User Annotations - 211:37
Probing the Models….11:52
Macaw’s picture of a bicycle12:18
Inconsistency in LM’s mental models12:42
Adding a Belief and Reasoning Layer - 113:23
Adding a Belief and Reasoning Layer - 214:18
Adding a Belief and Reasoning Layer - 315:24
Outline - 215:57
Outline - 316:03
Entailer16:14
Generating Representations - 117:03
Entailment as an Inference Procedure - 118:28
Entailment as an Inference Procedure - 218:56
Entailment as an Inference Procedure - 319:27
Generating Representations - 220:19
Generating Representations - 321:07
Generating Representations - 422:04
Generating Representations - 522:06
Generating Representations - 622:23
Generating Representations - 722:34
Generating Representations - 822:35
Generating Representations - 922:50
Generating Representations - 1023:20
Generating Representations - 1123:24
Generate and verify23:33
Materializing Model Beliefs24:31
Results25:00
Belief Graph - 125:59
Belief Graph - 226:29
Belief Graph - 326:39
Building Representations - 126:44
Building Representations - 228:24
Building Representations - 328:37
Building Representations - 428:52
Building Representations - 529:14
Building Representations - 629:20
The Cognitive Architecture29:33
Outline - 430:00
Outline - 530:25
Agents30:51
Semantic Web Services - 131:32
Semantic Web Services - 232:32
Semantic Web Services - 332:41
Semantic Web Services - 432:56
Semantic Web Services - 532:59
Semantic Web Services - 633:26
Semantic Web Services - 734:45
Semantic Web Services - 836:19
NORA: An Intelligent Research Assistant - 137:28
NORA: An Intelligent Research Assistant - 237:36
NORA: An Intelligent Research Assistant - 337:39
NORA: An Intelligent Research Assistant - 437:42
NORA: An Intelligent Research Assistant - 537:48
NORA: An Intelligent Research Assistant - 638:04
NORA: An Intelligent Research Assistant - 738:09
NORA: An Intelligent Research Assistant - 838:34
NORA: An Intelligent Research Assistant - 938:50
NORA: An Intelligent Research Assistant - 1039:09
Conclusion39:35
Thank you41:32